reward-train-facebook
Browse files- README.md +56 -0
- adapter_config.json +28 -0
- adapter_model.safetensors +3 -0
- merges.txt +0 -0
- runs/Jun11_21-07-00_7d7e1de3d887/events.out.tfevents.1718140020.7d7e1de3d887.26.0 +3 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +30 -0
- training_args.bin +3 -0
- vocab.json +0 -0
- wandb/debug-internal.log +0 -0
- wandb/debug.log +34 -0
- wandb/run-20240611_210745-7g163gdq/files/conda-environment.yaml +1070 -0
- wandb/run-20240611_210745-7g163gdq/files/config.yaml +672 -0
- wandb/run-20240611_210745-7g163gdq/files/output.log +4 -0
- wandb/run-20240611_210745-7g163gdq/files/requirements.txt +847 -0
- wandb/run-20240611_210745-7g163gdq/files/wandb-metadata.json +66 -0
- wandb/run-20240611_210745-7g163gdq/files/wandb-summary.json +1 -0
- wandb/run-20240611_210745-7g163gdq/logs/debug-internal.log +0 -0
- wandb/run-20240611_210745-7g163gdq/logs/debug.log +34 -0
- wandb/run-20240611_210745-7g163gdq/run-7g163gdq.wandb +0 -0
README.md
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---
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license: other
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: facebook/opt-1.3b
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model-index:
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- name: facebook/opt-1.3b
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# facebook/opt-1.3b
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This model is a fine-tuned version of [facebook/opt-1.3b](https://huggingface.co/facebook/opt-1.3b) on the None dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 1.41e-05
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 1
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### Training results
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.36.2
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- Pytorch 2.0.0
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "facebook/opt-1.3b",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [
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"scores"
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],
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "SEQ_CLS"
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}
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adapter_model.safetensors
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merges.txt
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runs/Jun11_21-07-00_7d7e1de3d887/events.out.tfevents.1718140020.7d7e1de3d887.26.0
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special_tokens_map.json
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tokenizer.json
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tokenizer_config.json
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training_args.bin
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vocab.json
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wandb/debug-internal.log
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wandb/debug.log
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'_remove_final_layer_norm': False, 'output_dir': './', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 1, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 1.41e-05, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './runs/Jun11_21-07-00_7d7e1de3d887', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': False, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': 'reward-train-facebook', 'disable_tqdm': False, 'remove_unused_columns': False, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': True, 'gradient_checkpointing_kwargs': {'use_reentrant': False}, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
|
32 |
+
2024-06-12 00:05:04,420 INFO MainThread:26 [jupyter.py:save_ipynb():373] not saving jupyter notebook
|
33 |
+
2024-06-12 00:05:04,420 INFO MainThread:26 [wandb_init.py:_pause_backend():437] pausing backend
|
34 |
+
2024-06-12 00:05:47,319 INFO MainThread:26 [wandb_init.py:_resume_backend():442] resuming backend
|
wandb/run-20240611_210745-7g163gdq/files/conda-environment.yaml
ADDED
@@ -0,0 +1,1070 @@
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|
1 |
+
name: base
|
2 |
+
channels:
|
3 |
+
- pytorch
|
4 |
+
- file:///tmp/conda
|
5 |
+
- rapidsai
|
6 |
+
- nvidia
|
7 |
+
- conda-forge
|
8 |
+
- defaults
|
9 |
+
dependencies:
|
10 |
+
- _libgcc_mutex=0.1=conda_forge
|
11 |
+
- _openmp_mutex=4.5=2_gnu
|
12 |
+
- aiohttp=3.8.5=py310h2372a71_0
|
13 |
+
- aiosignal=1.3.1=pyhd8ed1ab_0
|
14 |
+
- annotated-types=0.6.0=pyhd8ed1ab_0
|
15 |
+
- anyio=3.7.1=pyhd8ed1ab_0
|
16 |
+
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138 |
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143 |
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144 |
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146 |
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163 |
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166 |
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168 |
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169 |
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170 |
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171 |
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172 |
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173 |
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179 |
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180 |
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182 |
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184 |
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185 |
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186 |
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188 |
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189 |
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192 |
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193 |
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194 |
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195 |
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197 |
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200 |
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201 |
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202 |
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203 |
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204 |
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205 |
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|
206 |
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207 |
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212 |
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214 |
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218 |
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222 |
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225 |
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226 |
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234 |
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235 |
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259 |
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262 |
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263 |
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279 |
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|
280 |
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|
281 |
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|
282 |
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|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
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|
289 |
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|
290 |
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|
291 |
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|
292 |
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|
293 |
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|
294 |
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|
295 |
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|
296 |
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|
297 |
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|
298 |
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|
299 |
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|
300 |
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|
301 |
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- pysocks=1.7.1=py310h06a4308_0
|
302 |
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- python=3.10.12=hd12c33a_0_cpython
|
303 |
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|
304 |
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|
305 |
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|
306 |
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|
307 |
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|
308 |
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|
309 |
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|
310 |
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|
311 |
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|
312 |
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|
313 |
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|
314 |
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|
315 |
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|
316 |
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|
317 |
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|
318 |
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|
319 |
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|
320 |
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|
321 |
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|
322 |
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|
323 |
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|
324 |
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|
325 |
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|
326 |
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|
327 |
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|
328 |
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|
329 |
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|
330 |
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|
331 |
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|
332 |
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|
333 |
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|
334 |
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|
335 |
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|
336 |
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|
337 |
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|
338 |
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|
339 |
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|
340 |
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|
341 |
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|
342 |
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|
343 |
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|
344 |
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|
345 |
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|
346 |
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|
347 |
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|
348 |
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|
349 |
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|
350 |
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|
351 |
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|
352 |
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|
353 |
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|
354 |
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|
355 |
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|
356 |
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|
357 |
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|
358 |
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|
359 |
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|
360 |
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|
361 |
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|
362 |
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|
363 |
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|
364 |
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|
365 |
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|
366 |
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|
367 |
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|
368 |
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|
369 |
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|
370 |
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|
371 |
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|
372 |
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|
373 |
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|
374 |
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|
375 |
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|
376 |
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|
377 |
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|
378 |
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|
379 |
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|
380 |
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|
381 |
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|
382 |
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|
383 |
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|
384 |
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|
385 |
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|
386 |
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|
387 |
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|
388 |
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|
389 |
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|
390 |
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|
391 |
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|
392 |
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|
393 |
+
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|
394 |
+
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|
395 |
+
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|
396 |
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|
397 |
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|
398 |
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|
399 |
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|
400 |
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|
401 |
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|
402 |
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|
403 |
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|
404 |
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|
405 |
+
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|
406 |
+
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|
407 |
+
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|
408 |
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|
409 |
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|
410 |
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|
411 |
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|
412 |
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|
413 |
+
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|
414 |
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|
415 |
+
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|
416 |
+
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|
417 |
+
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|
418 |
+
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|
419 |
+
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|
420 |
+
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|
421 |
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|
422 |
+
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|
423 |
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|
424 |
+
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|
425 |
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|
426 |
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|
427 |
+
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|
428 |
+
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|
429 |
+
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|
430 |
+
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|
431 |
+
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|
432 |
+
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|
433 |
+
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|
434 |
+
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|
435 |
+
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|
436 |
+
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|
437 |
+
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|
438 |
+
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|
439 |
+
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|
440 |
+
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|
441 |
+
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|
442 |
+
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|
443 |
+
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|
444 |
+
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|
445 |
+
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|
446 |
+
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|
447 |
+
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|
448 |
+
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|
449 |
+
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|
450 |
+
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|
451 |
+
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|
452 |
+
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|
453 |
+
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|
454 |
+
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|
455 |
+
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|
456 |
+
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|
457 |
+
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|
458 |
+
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|
459 |
+
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|
460 |
+
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|
461 |
+
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|
462 |
+
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|
463 |
+
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|
464 |
+
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|
465 |
+
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|
466 |
+
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|
467 |
+
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|
468 |
+
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|
469 |
+
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|
470 |
+
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|
471 |
+
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|
472 |
+
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|
473 |
+
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|
474 |
+
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|
475 |
+
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|
476 |
+
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|
477 |
+
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|
478 |
+
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|
479 |
+
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|
480 |
+
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|
481 |
+
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|
482 |
+
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|
483 |
+
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|
484 |
+
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|
485 |
+
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|
486 |
+
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|
487 |
+
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|
488 |
+
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|
489 |
+
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|
490 |
+
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|
491 |
+
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|
492 |
+
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|
493 |
+
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|
494 |
+
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|
495 |
+
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|
496 |
+
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|
497 |
+
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|
498 |
+
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|
499 |
+
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|
500 |
+
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|
501 |
+
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|
502 |
+
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|
503 |
+
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|
504 |
+
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|
505 |
+
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|
506 |
+
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|
507 |
+
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|
508 |
+
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|
509 |
+
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|
510 |
+
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|
511 |
+
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|
512 |
+
- fastdownload==0.0.7
|
513 |
+
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|
514 |
+
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|
515 |
+
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|
516 |
+
- fbpca==1.0
|
517 |
+
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|
518 |
+
- featuretools==1.28.0
|
519 |
+
- filelock==3.12.2
|
520 |
+
- fiona==1.9.5
|
521 |
+
- fitter==1.7.0
|
522 |
+
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|
523 |
+
- flash-attn==2.4.2
|
524 |
+
- flashtext==2.7
|
525 |
+
- flask==3.0.0
|
526 |
+
- flatbuffers==23.5.26
|
527 |
+
- flax==0.7.5
|
528 |
+
- folium==0.15.1
|
529 |
+
- fonttools==4.42.1
|
530 |
+
- frozendict==2.4.0
|
531 |
+
- fsspec==2023.10.0
|
532 |
+
- funcy==2.0
|
533 |
+
- fury==0.9.0
|
534 |
+
- future==0.18.3
|
535 |
+
- fuzzywuzzy==0.18.0
|
536 |
+
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|
537 |
+
- gatspy==0.3
|
538 |
+
- gcsfs==2023.6.0
|
539 |
+
- gensim==4.3.2
|
540 |
+
- geographiclib==2.0
|
541 |
+
- geohash==1.0
|
542 |
+
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|
543 |
+
- geopandas==0.14.2
|
544 |
+
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|
545 |
+
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|
546 |
+
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|
547 |
+
- ggplot==0.11.5
|
548 |
+
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|
549 |
+
- gitdb==4.0.10
|
550 |
+
- gitpython==3.1.32
|
551 |
+
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|
552 |
+
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|
553 |
+
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|
554 |
+
- google-apitools==0.5.31
|
555 |
+
- google-auth-httplib2==0.1.0
|
556 |
+
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|
557 |
+
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|
558 |
+
- google-cloud-artifact-registry==1.8.3
|
559 |
+
- google-cloud-automl==1.0.1
|
560 |
+
- google-cloud-bigquery==2.34.4
|
561 |
+
- google-cloud-bigtable==1.7.3
|
562 |
+
- google-cloud-dlp==3.12.2
|
563 |
+
- google-cloud-language==2.12.0
|
564 |
+
- google-cloud-monitoring==2.15.1
|
565 |
+
- google-cloud-pubsub==2.18.3
|
566 |
+
- google-cloud-pubsublite==1.8.3
|
567 |
+
- google-cloud-recommendations-ai==0.7.1
|
568 |
+
- google-cloud-resource-manager==1.10.3
|
569 |
+
- google-cloud-spanner==3.40.1
|
570 |
+
- google-cloud-storage==1.44.0
|
571 |
+
- google-cloud-translate==3.12.1
|
572 |
+
- google-cloud-videointelligence==2.12.0
|
573 |
+
- google-cloud-vision==2.8.0
|
574 |
+
- google-crc32c==1.5.0
|
575 |
+
- google-generativeai==0.3.2
|
576 |
+
- google-pasta==0.2.0
|
577 |
+
- google-resumable-media==2.5.0
|
578 |
+
- gplearn==0.4.2
|
579 |
+
- gpustat==1.0.0
|
580 |
+
- gpxpy==1.6.2
|
581 |
+
- greenlet==2.0.2
|
582 |
+
- grpc-google-iam-v1==0.12.6
|
583 |
+
- grpcio==1.57.0
|
584 |
+
- grpcio-status==1.48.2
|
585 |
+
- gviz-api==1.10.0
|
586 |
+
- gym==0.26.2
|
587 |
+
- gym-notices==0.0.8
|
588 |
+
- gymnasium==0.29.0
|
589 |
+
- gymnasium-notices==0.0.1
|
590 |
+
- h11==0.14.0
|
591 |
+
- h2o==3.44.0.3
|
592 |
+
- h5py==3.9.0
|
593 |
+
- haversine==2.8.0
|
594 |
+
- hdfs==2.7.2
|
595 |
+
- hep-ml==0.7.2
|
596 |
+
- hijri-converter==2.3.1
|
597 |
+
- hmmlearn==0.3.0
|
598 |
+
- holidays==0.24
|
599 |
+
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600 |
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601 |
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602 |
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|
603 |
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604 |
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605 |
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606 |
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|
607 |
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|
608 |
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609 |
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610 |
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611 |
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612 |
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613 |
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614 |
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615 |
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616 |
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617 |
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|
618 |
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|
619 |
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620 |
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|
621 |
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622 |
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623 |
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624 |
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625 |
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626 |
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|
627 |
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|
628 |
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|
629 |
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630 |
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|
631 |
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|
632 |
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|
633 |
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|
634 |
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|
635 |
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|
636 |
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|
637 |
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638 |
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639 |
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640 |
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641 |
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642 |
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643 |
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644 |
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645 |
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646 |
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647 |
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648 |
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649 |
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650 |
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651 |
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652 |
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653 |
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654 |
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655 |
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|
656 |
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|
657 |
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|
658 |
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|
659 |
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|
660 |
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|
661 |
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|
662 |
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663 |
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664 |
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665 |
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|
666 |
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|
667 |
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|
668 |
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|
669 |
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670 |
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671 |
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672 |
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673 |
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674 |
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675 |
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676 |
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677 |
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|
678 |
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|
679 |
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|
680 |
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|
681 |
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|
682 |
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|
683 |
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|
684 |
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|
685 |
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686 |
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687 |
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688 |
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689 |
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690 |
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691 |
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692 |
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693 |
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694 |
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695 |
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696 |
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697 |
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698 |
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|
699 |
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700 |
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|
701 |
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702 |
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|
703 |
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|
704 |
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|
705 |
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|
706 |
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|
707 |
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|
708 |
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|
709 |
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710 |
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711 |
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|
712 |
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|
713 |
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|
714 |
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|
715 |
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|
716 |
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|
717 |
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718 |
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|
719 |
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720 |
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|
721 |
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|
722 |
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|
723 |
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|
724 |
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725 |
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726 |
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727 |
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728 |
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|
729 |
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730 |
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|
731 |
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732 |
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733 |
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|
734 |
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735 |
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|
736 |
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737 |
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738 |
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|
739 |
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740 |
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|
741 |
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|
742 |
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|
743 |
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|
744 |
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|
745 |
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|
746 |
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|
747 |
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|
748 |
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|
749 |
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|
750 |
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|
751 |
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752 |
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753 |
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|
754 |
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755 |
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756 |
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|
757 |
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|
758 |
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|
759 |
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|
760 |
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|
761 |
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762 |
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763 |
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|
764 |
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|
765 |
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|
766 |
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|
767 |
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|
768 |
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|
769 |
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|
770 |
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|
771 |
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|
772 |
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|
773 |
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|
774 |
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|
775 |
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|
776 |
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|
777 |
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|
778 |
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|
779 |
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|
780 |
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|
781 |
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|
782 |
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|
783 |
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|
784 |
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|
785 |
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|
786 |
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|
787 |
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|
788 |
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|
789 |
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|
790 |
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|
791 |
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|
792 |
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|
793 |
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|
794 |
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|
795 |
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|
796 |
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|
797 |
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|
798 |
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|
799 |
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|
800 |
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|
801 |
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|
802 |
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|
803 |
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|
804 |
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|
805 |
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|
806 |
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|
807 |
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|
808 |
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|
809 |
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|
810 |
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|
811 |
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|
812 |
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|
813 |
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|
814 |
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|
815 |
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|
816 |
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|
817 |
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|
818 |
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|
819 |
+
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|
820 |
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|
821 |
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|
822 |
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|
823 |
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|
824 |
+
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|
825 |
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|
826 |
+
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|
827 |
+
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|
828 |
+
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|
829 |
+
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|
830 |
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|
831 |
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|
832 |
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|
833 |
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|
834 |
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|
835 |
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|
836 |
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|
837 |
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|
838 |
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|
839 |
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|
840 |
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|
841 |
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|
842 |
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|
843 |
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|
844 |
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|
845 |
+
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|
846 |
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|
847 |
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|
848 |
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|
849 |
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|
850 |
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|
851 |
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|
852 |
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|
853 |
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|
854 |
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|
855 |
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|
856 |
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|
857 |
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|
858 |
+
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|
859 |
+
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|
860 |
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|
861 |
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|
862 |
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|
863 |
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|
864 |
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|
865 |
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|
866 |
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|
867 |
+
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|
868 |
+
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|
869 |
+
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|
870 |
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|
871 |
+
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|
872 |
+
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|
873 |
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|
874 |
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|
875 |
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|
876 |
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|
877 |
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|
878 |
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|
879 |
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|
880 |
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|
881 |
+
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|
882 |
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|
883 |
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|
884 |
+
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|
885 |
+
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|
886 |
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|
887 |
+
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|
888 |
+
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|
889 |
+
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|
890 |
+
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|
891 |
+
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|
892 |
+
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|
893 |
+
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|
894 |
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|
895 |
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|
896 |
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|
897 |
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|
898 |
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|
899 |
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|
900 |
+
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|
901 |
+
- safetensors==0.4.1
|
902 |
+
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|
903 |
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|
904 |
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|
905 |
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|
906 |
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|
907 |
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|
908 |
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|
909 |
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|
910 |
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|
911 |
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|
912 |
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|
913 |
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|
914 |
+
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|
915 |
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|
916 |
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|
917 |
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|
918 |
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|
919 |
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|
920 |
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|
921 |
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|
922 |
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|
923 |
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|
924 |
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|
925 |
+
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|
926 |
+
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|
927 |
+
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|
928 |
+
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|
929 |
+
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|
930 |
+
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|
931 |
+
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|
932 |
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|
933 |
+
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|
934 |
+
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|
935 |
+
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|
936 |
+
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|
937 |
+
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|
938 |
+
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|
939 |
+
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|
940 |
+
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|
941 |
+
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|
942 |
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|
943 |
+
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|
944 |
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|
945 |
+
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|
946 |
+
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|
947 |
+
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|
948 |
+
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|
949 |
+
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|
950 |
+
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|
951 |
+
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|
952 |
+
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|
953 |
+
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|
954 |
+
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|
955 |
+
- stop-words==2018.7.23
|
956 |
+
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|
957 |
+
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|
958 |
+
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|
959 |
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- tables==3.9.2
|
960 |
+
- tabulate==0.9.0
|
961 |
+
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|
962 |
+
- tbb==2021.11.0
|
963 |
+
- tenacity==8.2.3
|
964 |
+
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|
965 |
+
- tensorboard-data-server==0.7.1
|
966 |
+
- tensorboard-plugin-profile==2.13.1
|
967 |
+
- tensorboardx==2.6.2.2
|
968 |
+
- tensorflow==2.13.0
|
969 |
+
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|
970 |
+
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|
971 |
+
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|
972 |
+
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|
973 |
+
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|
974 |
+
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|
975 |
+
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|
976 |
+
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|
977 |
+
- tensorflow-metadata==0.14.0
|
978 |
+
- tensorflow-probability==0.21.0
|
979 |
+
- tensorflow-serving-api==2.13.0
|
980 |
+
- tensorflow-text==2.13.0
|
981 |
+
- tensorflow-transform==0.14.0
|
982 |
+
- tensorflowjs==4.15.0
|
983 |
+
- tensorpack==0.11
|
984 |
+
- tensorstore==0.1.52
|
985 |
+
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|
986 |
+
- testpath==0.6.0
|
987 |
+
- text-unidecode==1.3
|
988 |
+
- textblob==0.17.1
|
989 |
+
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|
990 |
+
- textwrap3==0.9.2
|
991 |
+
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|
992 |
+
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|
993 |
+
- threadpoolctl==3.2.0
|
994 |
+
- tifffile==2023.8.12
|
995 |
+
- timm==0.9.12
|
996 |
+
- tobler==0.11.2
|
997 |
+
- tokenizers==0.15.0
|
998 |
+
- toml==0.10.2
|
999 |
+
- tomlkit==0.12.3
|
1000 |
+
- torch==2.0.0
|
1001 |
+
- torchaudio==2.0.1
|
1002 |
+
- torchdata==0.7.1
|
1003 |
+
- torchinfo==1.8.0
|
1004 |
+
- torchmetrics==1.2.1
|
1005 |
+
- torchtext==0.15.1
|
1006 |
+
- torchvision==0.15.1
|
1007 |
+
- tpot==0.12.1
|
1008 |
+
- traceml==1.0.8
|
1009 |
+
- traittypes==0.2.1
|
1010 |
+
- transformers==4.36.2
|
1011 |
+
- treelite-runtime==3.2.0
|
1012 |
+
- trl==0.7.7
|
1013 |
+
- trueskill==0.4.5
|
1014 |
+
- tsfresh==0.20.1
|
1015 |
+
- typeguard==2.13.3
|
1016 |
+
- typing-extensions==4.12.2
|
1017 |
+
- typing-inspect==0.9.0
|
1018 |
+
- tyro==0.8.4
|
1019 |
+
- tzdata==2023.3
|
1020 |
+
- tzlocal==5.2
|
1021 |
+
- uc-micro-py==1.0.2
|
1022 |
+
- ujson==5.9.0
|
1023 |
+
- umap-learn==0.5.5
|
1024 |
+
- unidecode==1.3.7
|
1025 |
+
- update-checker==0.18.0
|
1026 |
+
- uritemplate==3.0.1
|
1027 |
+
- urllib3==1.26.16
|
1028 |
+
- urwid==2.4.1
|
1029 |
+
- urwid-readline==0.13
|
1030 |
+
- uvicorn==0.23.2
|
1031 |
+
- uvloop==0.19.0
|
1032 |
+
- vaex==4.17.0
|
1033 |
+
- vaex-astro==0.9.3
|
1034 |
+
- vaex-core==4.17.1
|
1035 |
+
- vaex-hdf5==0.14.1
|
1036 |
+
- vaex-jupyter==0.8.2
|
1037 |
+
- vaex-ml==0.18.3
|
1038 |
+
- vaex-server==0.9.0
|
1039 |
+
- vaex-viz==0.5.4
|
1040 |
+
- vec-noise==1.1.4
|
1041 |
+
- vecstack==0.4.0
|
1042 |
+
- virtualenv==20.21.0
|
1043 |
+
- visions==0.7.5
|
1044 |
+
- vowpalwabbit==9.9.0
|
1045 |
+
- vtk==9.3.0
|
1046 |
+
- wand==0.6.13
|
1047 |
+
- wandb==0.16.2
|
1048 |
+
- watchfiles==0.21.0
|
1049 |
+
- wavio==0.0.8
|
1050 |
+
- webencodings==0.5.1
|
1051 |
+
- websockets==12.0
|
1052 |
+
- werkzeug==3.0.1
|
1053 |
+
- wfdb==4.1.2
|
1054 |
+
- whatthepatch==1.0.5
|
1055 |
+
- widgetsnbextension==3.6.6
|
1056 |
+
- witwidget==1.8.1
|
1057 |
+
- woodwork==0.27.0
|
1058 |
+
- wordcloud==1.9.2
|
1059 |
+
- wordsegment==1.3.1
|
1060 |
+
- wrapt==1.15.0
|
1061 |
+
- wurlitzer==3.0.3
|
1062 |
+
- xarray==2023.12.0
|
1063 |
+
- xarray-einstats==0.6.0
|
1064 |
+
- xgboost==2.0.3
|
1065 |
+
- xvfbwrapper==0.2.9
|
1066 |
+
- xxhash==3.4.1
|
1067 |
+
- yapf==0.40.2
|
1068 |
+
- ydata-profiling==4.5.1
|
1069 |
+
- yellowbrick==1.5
|
1070 |
+
prefix: /opt/conda
|
wandb/run-20240611_210745-7g163gdq/files/config.yaml
ADDED
@@ -0,0 +1,672 @@
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|
1 |
+
wandb_version: 1
|
2 |
+
|
3 |
+
_wandb:
|
4 |
+
desc: null
|
5 |
+
value:
|
6 |
+
python_version: 3.10.12
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7 |
+
cli_version: 0.16.2
|
8 |
+
framework: huggingface
|
9 |
+
huggingface_version: 4.36.2
|
10 |
+
is_jupyter_run: true
|
11 |
+
is_kaggle_kernel: true
|
12 |
+
start_time: 1718140065.17621
|
13 |
+
t:
|
14 |
+
1:
|
15 |
+
- 1
|
16 |
+
- 2
|
17 |
+
- 3
|
18 |
+
- 5
|
19 |
+
- 11
|
20 |
+
- 12
|
21 |
+
- 49
|
22 |
+
- 51
|
23 |
+
- 53
|
24 |
+
- 55
|
25 |
+
- 71
|
26 |
+
- 84
|
27 |
+
- 98
|
28 |
+
- 105
|
29 |
+
2:
|
30 |
+
- 1
|
31 |
+
- 2
|
32 |
+
- 3
|
33 |
+
- 5
|
34 |
+
- 11
|
35 |
+
- 12
|
36 |
+
- 49
|
37 |
+
- 51
|
38 |
+
- 53
|
39 |
+
- 55
|
40 |
+
- 71
|
41 |
+
- 84
|
42 |
+
- 98
|
43 |
+
- 105
|
44 |
+
3:
|
45 |
+
- 7
|
46 |
+
- 13
|
47 |
+
- 23
|
48 |
+
4: 3.10.12
|
49 |
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5: 0.16.2
|
50 |
+
6: 4.36.2
|
51 |
+
8:
|
52 |
+
- 1
|
53 |
+
- 2
|
54 |
+
- 5
|
55 |
+
9:
|
56 |
+
1: transformers_trainer
|
57 |
+
13: linux-x86_64
|
58 |
+
m:
|
59 |
+
- 1: train/global_step
|
60 |
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6:
|
61 |
+
- 3
|
62 |
+
- 1: train/train_runtime
|
63 |
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5: 1
|
64 |
+
6:
|
65 |
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- 1
|
66 |
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- 1: train/train_samples_per_second
|
67 |
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5: 1
|
68 |
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6:
|
69 |
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- 1
|
70 |
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- 1: train/train_steps_per_second
|
71 |
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5: 1
|
72 |
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6:
|
73 |
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- 1
|
74 |
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- 1: train/total_flos
|
75 |
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5: 1
|
76 |
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6:
|
77 |
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- 1
|
78 |
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- 1: train/train_loss
|
79 |
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5: 1
|
80 |
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6:
|
81 |
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- 1
|
82 |
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- 1: train/epoch
|
83 |
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5: 1
|
84 |
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6:
|
85 |
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- 1
|
86 |
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return_dict:
|
87 |
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desc: null
|
88 |
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value: true
|
89 |
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output_hidden_states:
|
90 |
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desc: null
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91 |
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value: false
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92 |
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output_attentions:
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93 |
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desc: null
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94 |
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value: false
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95 |
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torchscript:
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96 |
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desc: null
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97 |
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value: false
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98 |
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torch_dtype:
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99 |
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hub_private_repo:
|
604 |
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desc: null
|
605 |
+
value: false
|
606 |
+
hub_always_push:
|
607 |
+
desc: null
|
608 |
+
value: false
|
609 |
+
gradient_checkpointing:
|
610 |
+
desc: null
|
611 |
+
value: true
|
612 |
+
gradient_checkpointing_kwargs:
|
613 |
+
desc: null
|
614 |
+
value:
|
615 |
+
use_reentrant: false
|
616 |
+
include_inputs_for_metrics:
|
617 |
+
desc: null
|
618 |
+
value: false
|
619 |
+
fp16_backend:
|
620 |
+
desc: null
|
621 |
+
value: auto
|
622 |
+
push_to_hub_model_id:
|
623 |
+
desc: null
|
624 |
+
value: null
|
625 |
+
push_to_hub_organization:
|
626 |
+
desc: null
|
627 |
+
value: null
|
628 |
+
push_to_hub_token:
|
629 |
+
desc: null
|
630 |
+
value: <PUSH_TO_HUB_TOKEN>
|
631 |
+
mp_parameters:
|
632 |
+
desc: null
|
633 |
+
value: ''
|
634 |
+
auto_find_batch_size:
|
635 |
+
desc: null
|
636 |
+
value: false
|
637 |
+
full_determinism:
|
638 |
+
desc: null
|
639 |
+
value: false
|
640 |
+
torchdynamo:
|
641 |
+
desc: null
|
642 |
+
value: null
|
643 |
+
ray_scope:
|
644 |
+
desc: null
|
645 |
+
value: last
|
646 |
+
ddp_timeout:
|
647 |
+
desc: null
|
648 |
+
value: 1800
|
649 |
+
torch_compile:
|
650 |
+
desc: null
|
651 |
+
value: false
|
652 |
+
torch_compile_backend:
|
653 |
+
desc: null
|
654 |
+
value: null
|
655 |
+
torch_compile_mode:
|
656 |
+
desc: null
|
657 |
+
value: null
|
658 |
+
dispatch_batches:
|
659 |
+
desc: null
|
660 |
+
value: null
|
661 |
+
split_batches:
|
662 |
+
desc: null
|
663 |
+
value: false
|
664 |
+
include_tokens_per_second:
|
665 |
+
desc: null
|
666 |
+
value: false
|
667 |
+
include_num_input_tokens_seen:
|
668 |
+
desc: null
|
669 |
+
value: false
|
670 |
+
neftune_noise_alpha:
|
671 |
+
desc: null
|
672 |
+
value: null
|
wandb/run-20240611_210745-7g163gdq/files/output.log
ADDED
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
1 |
+
You're using a GPT2TokenizerFast tokenizer. Please note that with a fast tokenizer, using the `__call__` method is faster than using a method to encode the text followed by a call to the `pad` method to get a padded encoding.
|
2 |
+
/opt/conda/lib/python3.10/site-packages/transformers/tokenization_utils_base.py:2636: UserWarning: `max_length` is ignored when `padding`=`True` and there is no truncation strategy. To pad to max length, use `padding='max_length'`.
|
3 |
+
warnings.warn(
|
4 |
+
`use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
|
wandb/run-20240611_210745-7g163gdq/files/requirements.txt
ADDED
@@ -0,0 +1,847 @@
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
1 |
+
absl-py==1.4.0
|
2 |
+
accelerate==0.25.0
|
3 |
+
access==1.1.9
|
4 |
+
affine==2.4.0
|
5 |
+
aiobotocore==2.9.0
|
6 |
+
aiohttp-cors==0.7.0
|
7 |
+
aiohttp==3.8.5
|
8 |
+
aioitertools==0.11.0
|
9 |
+
aiorwlock==1.3.0
|
10 |
+
aiosignal==1.3.1
|
11 |
+
albumentations==1.3.1
|
12 |
+
alembic==1.13.1
|
13 |
+
altair==5.2.0
|
14 |
+
annotated-types==0.6.0
|
15 |
+
annoy==1.17.3
|
16 |
+
ansiwrap==0.8.4
|
17 |
+
anyio==3.7.1
|
18 |
+
apache-beam==2.46.0
|
19 |
+
aplus==0.11.0
|
20 |
+
appdirs==1.4.4
|
21 |
+
archspec==0.2.2
|
22 |
+
argon2-cffi-bindings==21.2.0
|
23 |
+
argon2-cffi==21.3.0
|
24 |
+
array-record==0.4.1
|
25 |
+
arrow==1.2.3
|
26 |
+
arviz==0.12.1
|
27 |
+
astroid==3.0.2
|
28 |
+
astropy-iers-data==0.2024.1.8.0.30.55
|
29 |
+
astropy==6.0.0
|
30 |
+
asttokens==2.2.1
|
31 |
+
astunparse==1.6.3
|
32 |
+
async-lru==2.0.4
|
33 |
+
async-timeout==4.0.3
|
34 |
+
attrs==23.1.0
|
35 |
+
audioread==3.0.1
|
36 |
+
autopep8==2.0.4
|
37 |
+
babel==2.12.1
|
38 |
+
backcall==0.2.0
|
39 |
+
backoff==2.2.1
|
40 |
+
backports.functools-lru-cache==1.6.5
|
41 |
+
bayesian-optimization==1.4.3
|
42 |
+
bayespy==0.5.26
|
43 |
+
beatrix-jupyterlab==2023.814.150030
|
44 |
+
beautifulsoup4==4.12.2
|
45 |
+
bidict==0.22.1
|
46 |
+
biopython==1.82
|
47 |
+
blake3==0.2.1
|
48 |
+
bleach==6.0.0
|
49 |
+
blessed==1.20.0
|
50 |
+
blinker==1.7.0
|
51 |
+
blis==0.7.10
|
52 |
+
blosc2==2.4.0
|
53 |
+
bokeh==3.3.3
|
54 |
+
boltons==23.0.0
|
55 |
+
boruta==0.3
|
56 |
+
boto3==1.26.100
|
57 |
+
botocore==1.33.13
|
58 |
+
bq-helper==0.4.1
|
59 |
+
bqplot==0.12.42
|
60 |
+
branca==0.7.0
|
61 |
+
brewer2mpl==1.4.1
|
62 |
+
brotlipy==0.7.0
|
63 |
+
cached-property==1.5.2
|
64 |
+
cachetools==4.2.4
|
65 |
+
cartopy==0.22.0
|
66 |
+
catalogue==2.0.10
|
67 |
+
catalyst==22.4
|
68 |
+
catboost==1.2.2
|
69 |
+
category-encoders==2.6.3
|
70 |
+
certifi==2023.11.17
|
71 |
+
cesium==0.12.1
|
72 |
+
cffi==1.15.1
|
73 |
+
cftime==1.6.3
|
74 |
+
charset-normalizer==3.2.0
|
75 |
+
chex==0.1.85
|
76 |
+
cleverhans==4.0.0
|
77 |
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click-plugins==1.1.1
|
78 |
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click==8.1.7
|
79 |
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cligj==0.7.2
|
80 |
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cloud-tpu-client==0.10
|
81 |
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cloud-tpu-profiler==2.4.0
|
82 |
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cloudpathlib==0.16.0
|
83 |
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cloudpickle==2.2.1
|
84 |
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cmdstanpy==1.2.0
|
85 |
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cmudict==1.0.16
|
86 |
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colorama==0.4.6
|
87 |
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colorcet==3.0.1
|
88 |
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colorful==0.5.5
|
89 |
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colorlog==6.8.0
|
90 |
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colorlover==0.3.0
|
91 |
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comm==0.1.4
|
92 |
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conda-content-trust==0+unknown
|
93 |
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conda-libmamba-solver==23.7.0
|
94 |
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conda-package-handling==2.2.0
|
95 |
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conda-package-streaming==0.9.0
|
96 |
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conda==23.7.4
|
97 |
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confection==0.1.4
|
98 |
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contextily==1.5.0
|
99 |
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contourpy==1.1.0
|
100 |
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convertdate==2.4.0
|
101 |
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crcmod==1.7
|
102 |
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cryptography==40.0.2
|
103 |
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cubinlinker-cu11==0.3.0.post1
|
104 |
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cubinlinker==0.3.0
|
105 |
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cuda-python==11.8.3
|
106 |
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cudf==23.8.0
|
107 |
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cufflinks==0.17.3
|
108 |
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cuml==23.8.0
|
109 |
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cupy==12.3.0
|
110 |
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cvxcanon==0.1.2
|
111 |
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cycler==0.11.0
|
112 |
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cymem==2.0.8
|
113 |
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cysignals==1.11.4
|
114 |
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cython==3.0.0
|
115 |
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cytoolz==0.12.2
|
116 |
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daal4py==2024.0.1
|
117 |
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daal==2024.0.1
|
118 |
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dacite==1.8.1
|
119 |
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dask-cuda==23.8.0
|
120 |
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dask-cudf==23.8.0
|
121 |
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dask==2023.12.1
|
122 |
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dataclasses-json==0.6.3
|
123 |
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datasets==2.1.0
|
124 |
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datashader==0.16.0
|
125 |
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datatile==1.0.3
|
126 |
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db-dtypes==1.1.1
|
127 |
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deap==1.4.1
|
128 |
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debugpy==1.6.7.post1
|
129 |
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decorator==5.1.1
|
130 |
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defusedxml==0.7.1
|
131 |
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delorean==1.0.0
|
132 |
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deprecat==2.1.1
|
133 |
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deprecated==1.2.14
|
134 |
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deprecation==2.1.0
|
135 |
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descartes==1.1.0
|
136 |
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dill==0.3.7
|
137 |
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dipy==1.7.0
|
138 |
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distlib==0.3.7
|
139 |
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distributed==2023.12.1
|
140 |
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distro==1.9.0
|
141 |
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dm-tree==0.1.8
|
142 |
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docker-pycreds==0.4.0
|
143 |
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docker==6.1.3
|
144 |
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docopt==0.6.2
|
145 |
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docstring-parser==0.15
|
146 |
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docstring-to-markdown==0.13
|
147 |
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docutils==0.20.1
|
148 |
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earthengine-api==0.1.384
|
149 |
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easydict==1.11
|
150 |
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easyocr==1.7.1
|
151 |
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ecos==2.0.12
|
152 |
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eli5==0.13.0
|
153 |
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emoji==2.9.0
|
154 |
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en-core-web-lg==3.7.1
|
155 |
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en-core-web-sm==3.7.1
|
156 |
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entrypoints==0.4
|
157 |
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ephem==4.1.5
|
158 |
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esda==2.5.1
|
159 |
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essentia==2.1b6.dev1110
|
160 |
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et-xmlfile==1.1.0
|
161 |
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etils==1.4.1
|
162 |
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exceptiongroup==1.1.3
|
163 |
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executing==1.2.0
|
164 |
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explainable-ai-sdk==1.3.3
|
165 |
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farama-notifications==0.0.4
|
166 |
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fastai==2.7.13
|
167 |
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fastapi==0.101.1
|
168 |
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fastavro==1.8.2
|
169 |
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fastcore==1.5.29
|
170 |
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fastdownload==0.0.7
|
171 |
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fasteners==0.18
|
172 |
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fastjsonschema==2.18.0
|
173 |
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fastprogress==1.0.3
|
174 |
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fastrlock==0.8.2
|
175 |
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fasttext==0.9.2
|
176 |
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fbpca==1.0
|
177 |
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feather-format==0.4.1
|
178 |
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featuretools==1.28.0
|
179 |
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filelock==3.12.2
|
180 |
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fiona==1.9.5
|
181 |
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fitter==1.7.0
|
182 |
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flake8==6.1.0
|
183 |
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flashtext==2.7
|
184 |
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flask==3.0.0
|
185 |
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flatbuffers==23.5.26
|
186 |
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flax==0.7.5
|
187 |
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flit-core==3.9.0
|
188 |
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folium==0.15.1
|
189 |
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fonttools==4.42.1
|
190 |
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fqdn==1.5.1
|
191 |
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frozendict==2.4.0
|
192 |
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frozenlist==1.4.0
|
193 |
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fsspec==2023.12.2
|
194 |
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funcy==2.0
|
195 |
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fury==0.9.0
|
196 |
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future==0.18.3
|
197 |
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fuzzywuzzy==0.18.0
|
198 |
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gast==0.4.0
|
199 |
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gatspy==0.3
|
200 |
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gcsfs==2023.6.0
|
201 |
+
gensim==4.3.2
|
202 |
+
geographiclib==2.0
|
203 |
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geohash==1.0
|
204 |
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geojson==3.1.0
|
205 |
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geopandas==0.14.2
|
206 |
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geoplot==0.5.1
|
207 |
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geopy==2.4.1
|
208 |
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geoviews==1.11.0
|
209 |
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ggplot==0.11.5
|
210 |
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giddy==2.3.4
|
211 |
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gitdb==4.0.10
|
212 |
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gitpython==3.1.32
|
213 |
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google-ai-generativelanguage==0.4.0
|
214 |
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google-api-core==2.11.1
|
215 |
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google-api-python-client==2.113.0
|
216 |
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google-apitools==0.5.31
|
217 |
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google-auth-httplib2==0.1.0
|
218 |
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google-auth-oauthlib==1.0.0
|
219 |
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google-auth==2.22.0
|
220 |
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google-cloud-aiplatform==0.6.0a1
|
221 |
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google-cloud-artifact-registry==1.8.3
|
222 |
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google-cloud-automl==1.0.1
|
223 |
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google-cloud-bigquery==2.34.4
|
224 |
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google-cloud-bigtable==1.7.3
|
225 |
+
google-cloud-core==2.3.3
|
226 |
+
google-cloud-datastore==2.19.0
|
227 |
+
google-cloud-dlp==3.12.2
|
228 |
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google-cloud-language==2.12.0
|
229 |
+
google-cloud-monitoring==2.15.1
|
230 |
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google-cloud-pubsub==2.18.3
|
231 |
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google-cloud-pubsublite==1.8.3
|
232 |
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google-cloud-recommendations-ai==0.7.1
|
233 |
+
google-cloud-resource-manager==1.10.3
|
234 |
+
google-cloud-spanner==3.40.1
|
235 |
+
google-cloud-storage==1.44.0
|
236 |
+
google-cloud-translate==3.12.1
|
237 |
+
google-cloud-videointelligence==2.12.0
|
238 |
+
google-cloud-vision==2.8.0
|
239 |
+
google-crc32c==1.5.0
|
240 |
+
google-generativeai==0.3.2
|
241 |
+
google-pasta==0.2.0
|
242 |
+
google-resumable-media==2.5.0
|
243 |
+
googleapis-common-protos==1.60.0
|
244 |
+
gplearn==0.4.2
|
245 |
+
gpustat==1.0.0
|
246 |
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gpxpy==1.6.2
|
247 |
+
graphviz==0.20.1
|
248 |
+
greenlet==2.0.2
|
249 |
+
grpc-google-iam-v1==0.12.6
|
250 |
+
grpcio-status==1.48.1
|
251 |
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grpcio==1.51.1
|
252 |
+
gviz-api==1.10.0
|
253 |
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gym-notices==0.0.8
|
254 |
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gym==0.26.2
|
255 |
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gymnasium-notices==0.0.1
|
256 |
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gymnasium==0.29.0
|
257 |
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h11==0.14.0
|
258 |
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h2o==3.44.0.3
|
259 |
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h5py==3.9.0
|
260 |
+
haversine==2.8.0
|
261 |
+
hdfs==2.7.2
|
262 |
+
hep-ml==0.7.2
|
263 |
+
hijri-converter==2.3.1
|
264 |
+
hmmlearn==0.3.0
|
265 |
+
holidays==0.24
|
266 |
+
holoviews==1.18.1
|
267 |
+
hpsklearn==0.1.0
|
268 |
+
html5lib==1.1
|
269 |
+
htmlmin==0.1.12
|
270 |
+
httplib2==0.21.0
|
271 |
+
httptools==0.6.1
|
272 |
+
huggingface-hub==0.20.2
|
273 |
+
humanize==4.9.0
|
274 |
+
hunspell==0.5.5
|
275 |
+
husl==4.0.3
|
276 |
+
hydra-slayer==0.5.0
|
277 |
+
hyperopt==0.2.7
|
278 |
+
hypertools==0.8.0
|
279 |
+
idna==3.4
|
280 |
+
igraph==0.11.3
|
281 |
+
imagecodecs==2024.1.1
|
282 |
+
imagehash==4.3.1
|
283 |
+
imageio==2.31.1
|
284 |
+
imbalanced-learn==0.11.0
|
285 |
+
imgaug==0.4.0
|
286 |
+
importlib-metadata==6.8.0
|
287 |
+
importlib-resources==6.0.1
|
288 |
+
inequality==1.0.1
|
289 |
+
iniconfig==2.0.0
|
290 |
+
ipydatawidgets==4.3.5
|
291 |
+
ipykernel==6.25.1
|
292 |
+
ipyleaflet==0.18.1
|
293 |
+
ipympl==0.7.0
|
294 |
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ipython-genutils==0.2.0
|
295 |
+
ipython-sql==0.5.0
|
296 |
+
ipython==8.14.0
|
297 |
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ipyvolume==0.6.3
|
298 |
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ipyvue==1.10.1
|
299 |
+
ipyvuetify==1.8.10
|
300 |
+
ipywebrtc==0.6.0
|
301 |
+
ipywidgets==7.7.1
|
302 |
+
isoduration==20.11.0
|
303 |
+
isort==5.13.2
|
304 |
+
isoweek==1.3.3
|
305 |
+
itsdangerous==2.1.2
|
306 |
+
janome==0.5.0
|
307 |
+
jaraco.classes==3.3.0
|
308 |
+
jax==0.4.21
|
309 |
+
jaxlib==0.4.21+cuda11.cudnn86
|
310 |
+
jedi==0.19.0
|
311 |
+
jeepney==0.8.0
|
312 |
+
jieba==0.42.1
|
313 |
+
jinja2==3.1.2
|
314 |
+
jmespath==1.0.1
|
315 |
+
joblib==1.3.2
|
316 |
+
json5==0.9.14
|
317 |
+
jsonpatch==1.32
|
318 |
+
jsonpointer==2.0
|
319 |
+
jsonschema-specifications==2023.7.1
|
320 |
+
jsonschema==4.19.0
|
321 |
+
jupyter-client==7.4.9
|
322 |
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jupyter-console==6.6.3
|
323 |
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jupyter-core==5.3.1
|
324 |
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jupyter-events==0.9.0
|
325 |
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jupyter-http-over-ws==0.0.8
|
326 |
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jupyter-lsp==1.5.1
|
327 |
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jupyter-server-mathjax==0.2.6
|
328 |
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jupyter-server-proxy==4.0.0
|
329 |
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jupyter-server-terminals==0.4.4
|
330 |
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jupyter-server==2.12.3
|
331 |
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jupyterlab-git==0.42.0
|
332 |
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jupyterlab-lsp==5.0.1
|
333 |
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jupyterlab-pygments==0.2.2
|
334 |
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jupyterlab-server==2.24.0
|
335 |
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jupyterlab-widgets==3.0.8
|
336 |
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jupyterlab==4.0.10
|
337 |
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jupytext==1.15.0
|
338 |
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kaggle-environments==1.14.3
|
339 |
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kaggle==1.6.2
|
340 |
+
kagglehub==0.1.5
|
341 |
+
keras-core==0.1.7
|
342 |
+
keras-cv==0.8.1
|
343 |
+
keras-nlp==0.7.0
|
344 |
+
keras-tuner==1.3.5
|
345 |
+
keras==2.13.1
|
346 |
+
keyring==24.2.0
|
347 |
+
keyrings.google-artifactregistry-auth==1.1.2
|
348 |
+
kfp-pipeline-spec==0.2.2
|
349 |
+
kfp-server-api==2.0.1
|
350 |
+
kfp==2.0.1
|
351 |
+
kiwisolver==1.4.4
|
352 |
+
kmapper==2.0.1
|
353 |
+
kmodes==0.12.2
|
354 |
+
korean-lunar-calendar==0.3.1
|
355 |
+
kornia==0.7.1
|
356 |
+
kt-legacy==1.0.5
|
357 |
+
kubernetes==26.1.0
|
358 |
+
langcodes==3.3.0
|
359 |
+
langid==1.1.6
|
360 |
+
lazy-loader==0.3
|
361 |
+
learntools==0.3.4
|
362 |
+
leven==1.0.4
|
363 |
+
levenshtein==0.23.0
|
364 |
+
libclang==16.0.6
|
365 |
+
libmambapy==1.5.0
|
366 |
+
libpysal==4.9.2
|
367 |
+
librosa==0.10.1
|
368 |
+
lightgbm==3.3.2
|
369 |
+
lightning-utilities==0.10.0
|
370 |
+
lime==0.2.0.1
|
371 |
+
line-profiler==4.1.2
|
372 |
+
linkify-it-py==2.0.2
|
373 |
+
llvmlite==0.40.1
|
374 |
+
lml==0.1.0
|
375 |
+
locket==1.0.0
|
376 |
+
loguru==0.7.2
|
377 |
+
lunarcalendar==0.0.9
|
378 |
+
lxml==5.1.0
|
379 |
+
lz4==4.3.2
|
380 |
+
mako==1.3.0
|
381 |
+
mamba==1.5.0
|
382 |
+
mapclassify==2.6.0
|
383 |
+
marisa-trie==1.1.0
|
384 |
+
markdown-it-py==3.0.0
|
385 |
+
markdown==3.4.4
|
386 |
+
markovify==0.9.4
|
387 |
+
markupsafe==2.1.3
|
388 |
+
marshmallow==3.20.2
|
389 |
+
matplotlib-inline==0.1.6
|
390 |
+
matplotlib-venn==0.11.9
|
391 |
+
matplotlib==3.7.4
|
392 |
+
mccabe==0.7.0
|
393 |
+
mdit-py-plugins==0.4.0
|
394 |
+
mdurl==0.1.2
|
395 |
+
memory-profiler==0.61.0
|
396 |
+
menuinst==2.0.1
|
397 |
+
mercantile==1.2.1
|
398 |
+
mgwr==2.2.1
|
399 |
+
missingno==0.5.2
|
400 |
+
mistune==0.8.4
|
401 |
+
mizani==0.10.0
|
402 |
+
ml-dtypes==0.3.2
|
403 |
+
mlcrate==0.2.0
|
404 |
+
mlens==0.2.3
|
405 |
+
mlxtend==0.23.1
|
406 |
+
mmh3==4.1.0
|
407 |
+
mne==1.6.0
|
408 |
+
mnist==0.2.2
|
409 |
+
mock==5.1.0
|
410 |
+
momepy==0.7.0
|
411 |
+
more-itertools==10.1.0
|
412 |
+
mpld3==0.5.10
|
413 |
+
mpmath==1.3.0
|
414 |
+
msgpack-numpy==0.4.8
|
415 |
+
msgpack==1.0.5
|
416 |
+
multidict==6.0.4
|
417 |
+
multimethod==1.9.1
|
418 |
+
multipledispatch==1.0.0
|
419 |
+
multiprocess==0.70.15
|
420 |
+
munkres==1.1.4
|
421 |
+
murmurhash==1.0.10
|
422 |
+
mypy-extensions==1.0.0
|
423 |
+
namex==0.0.7
|
424 |
+
nb-conda-kernels==2.3.1
|
425 |
+
nb-conda==2.2.1
|
426 |
+
nbclassic==1.0.0
|
427 |
+
nbclient==0.5.13
|
428 |
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nbconvert==6.4.5
|
429 |
+
nbdime==3.2.0
|
430 |
+
nbformat==5.9.2
|
431 |
+
ndindex==1.7
|
432 |
+
nest-asyncio==1.5.6
|
433 |
+
netcdf4==1.6.5
|
434 |
+
networkx==3.1
|
435 |
+
nibabel==5.2.0
|
436 |
+
nilearn==0.10.2
|
437 |
+
ninja==1.11.1.1
|
438 |
+
nltk==3.2.4
|
439 |
+
nose==1.3.7
|
440 |
+
notebook-executor==0.2
|
441 |
+
notebook-shim==0.2.3
|
442 |
+
notebook==6.5.5
|
443 |
+
numba==0.57.1
|
444 |
+
numexpr==2.8.8
|
445 |
+
numpy==1.24.3
|
446 |
+
nvidia-ml-py==11.495.46
|
447 |
+
nvtx==0.2.8
|
448 |
+
oauth2client==4.1.3
|
449 |
+
oauthlib==3.2.2
|
450 |
+
objsize==0.6.1
|
451 |
+
odfpy==1.4.1
|
452 |
+
olefile==0.47
|
453 |
+
onnx==1.15.0
|
454 |
+
opencensus-context==0.1.3
|
455 |
+
opencensus==0.11.2
|
456 |
+
opencv-contrib-python==4.9.0.80
|
457 |
+
opencv-python-headless==4.9.0.80
|
458 |
+
opencv-python==4.9.0.80
|
459 |
+
openpyxl==3.1.2
|
460 |
+
openslide-python==1.3.1
|
461 |
+
opentelemetry-api==1.19.0
|
462 |
+
opentelemetry-exporter-otlp-proto-common==1.19.0
|
463 |
+
opentelemetry-exporter-otlp-proto-grpc==1.19.0
|
464 |
+
opentelemetry-exporter-otlp-proto-http==1.19.0
|
465 |
+
opentelemetry-exporter-otlp==1.19.0
|
466 |
+
opentelemetry-proto==1.19.0
|
467 |
+
opentelemetry-sdk==1.19.0
|
468 |
+
opentelemetry-semantic-conventions==0.40b0
|
469 |
+
opt-einsum==3.3.0
|
470 |
+
optax==0.1.7
|
471 |
+
optuna==3.5.0
|
472 |
+
orbax-checkpoint==0.4.8
|
473 |
+
orderedmultidict==1.0.1
|
474 |
+
orjson==3.9.5
|
475 |
+
ortools==9.4.1874
|
476 |
+
osmnx==1.1.1
|
477 |
+
overrides==6.5.0
|
478 |
+
packaging==21.3
|
479 |
+
pandas-datareader==0.10.0
|
480 |
+
pandas-profiling==3.6.6
|
481 |
+
pandas-summary==0.2.0
|
482 |
+
pandas==2.0.3
|
483 |
+
pandasql==0.7.3
|
484 |
+
pandocfilters==1.5.0
|
485 |
+
panel==1.3.6
|
486 |
+
papermill==2.4.0
|
487 |
+
param==2.0.1
|
488 |
+
parso==0.8.3
|
489 |
+
partd==1.4.1
|
490 |
+
path.py==12.5.0
|
491 |
+
path==16.9.0
|
492 |
+
pathos==0.3.1
|
493 |
+
pathy==0.10.3
|
494 |
+
patsy==0.5.3
|
495 |
+
pdf2image==1.17.0
|
496 |
+
pettingzoo==1.24.0
|
497 |
+
pexpect==4.8.0
|
498 |
+
phik==0.12.3
|
499 |
+
pickleshare==0.7.5
|
500 |
+
pillow==9.5.0
|
501 |
+
pip==23.2.1
|
502 |
+
pkgutil-resolve-name==1.3.10
|
503 |
+
platformdirs==4.1.0
|
504 |
+
plotly-express==0.4.1
|
505 |
+
plotly==5.16.1
|
506 |
+
plotnine==0.10.1
|
507 |
+
pluggy==1.2.0
|
508 |
+
pointpats==2.4.0
|
509 |
+
polars==0.20.3
|
510 |
+
polyglot==16.7.4
|
511 |
+
pooch==1.8.0
|
512 |
+
pox==0.3.3
|
513 |
+
ppca==0.0.4
|
514 |
+
ppft==1.7.6.7
|
515 |
+
preprocessing==0.1.13
|
516 |
+
preshed==3.0.9
|
517 |
+
prettytable==3.8.0
|
518 |
+
progressbar2==4.3.2
|
519 |
+
prometheus-client==0.17.1
|
520 |
+
promise==2.3
|
521 |
+
prompt-toolkit==3.0.39
|
522 |
+
pronouncing==0.2.0
|
523 |
+
prophet==1.1.1
|
524 |
+
proto-plus==1.22.3
|
525 |
+
protobuf==3.20.3
|
526 |
+
psutil==5.9.3
|
527 |
+
ptxcompiler-cu11==0.7.0.post1
|
528 |
+
ptxcompiler==0.8.1
|
529 |
+
ptyprocess==0.7.0
|
530 |
+
pudb==2023.1
|
531 |
+
pulp==2.7.0
|
532 |
+
pure-eval==0.2.2
|
533 |
+
py-cpuinfo==9.0.0
|
534 |
+
py-spy==0.3.14
|
535 |
+
py4j==0.10.9.7
|
536 |
+
pyaml==23.12.0
|
537 |
+
pyarabic==0.6.15
|
538 |
+
pyarrow==11.0.0
|
539 |
+
pyasn1-modules==0.2.7
|
540 |
+
pyasn1==0.4.8
|
541 |
+
pyastronomy==0.20.0
|
542 |
+
pybind11==2.11.1
|
543 |
+
pyclipper==1.3.0.post5
|
544 |
+
pycodestyle==2.11.1
|
545 |
+
pycosat==0.6.4
|
546 |
+
pycparser==2.21
|
547 |
+
pycryptodome==3.19.1
|
548 |
+
pyct==0.5.0
|
549 |
+
pycuda==2024.1
|
550 |
+
pydantic-core==2.14.6
|
551 |
+
pydantic==1.10.12
|
552 |
+
pydegensac==0.1.2
|
553 |
+
pydicom==2.4.4
|
554 |
+
pydocstyle==6.3.0
|
555 |
+
pydot==1.4.2
|
556 |
+
pydub==0.25.1
|
557 |
+
pyemd==1.0.0
|
558 |
+
pyerfa==2.0.1.1
|
559 |
+
pyexcel-io==0.6.6
|
560 |
+
pyexcel-ods==0.6.0
|
561 |
+
pyfasttext==0.4.6
|
562 |
+
pyflakes==3.1.0
|
563 |
+
pygltflib==1.16.1
|
564 |
+
pygments==2.16.1
|
565 |
+
pyjwt==2.8.0
|
566 |
+
pykalman==0.9.5
|
567 |
+
pyldavis==3.2.2
|
568 |
+
pylibraft==23.8.0
|
569 |
+
pylint==3.0.3
|
570 |
+
pymc3==3.11.5
|
571 |
+
pymeeus==0.5.12
|
572 |
+
pymongo==3.13.0
|
573 |
+
pympler==1.0.1
|
574 |
+
pynndescent==0.5.11
|
575 |
+
pynvml==11.4.1
|
576 |
+
pynvrtc==9.2
|
577 |
+
pyocr==0.8.5
|
578 |
+
pyopenssl==23.2.0
|
579 |
+
pyparsing==3.0.9
|
580 |
+
pypdf==3.17.4
|
581 |
+
pyproj==3.6.1
|
582 |
+
pysal==23.7
|
583 |
+
pyshp==2.3.1
|
584 |
+
pysocks==1.7.1
|
585 |
+
pytesseract==0.3.10
|
586 |
+
pytest==7.4.4
|
587 |
+
python-bidi==0.4.2
|
588 |
+
python-dateutil==2.8.2
|
589 |
+
python-dotenv==1.0.0
|
590 |
+
python-json-logger==2.0.7
|
591 |
+
python-levenshtein==0.23.0
|
592 |
+
python-louvain==0.16
|
593 |
+
python-lsp-jsonrpc==1.1.2
|
594 |
+
python-lsp-server==1.9.0
|
595 |
+
python-slugify==8.0.1
|
596 |
+
python-utils==3.8.1
|
597 |
+
pythreejs==2.4.2
|
598 |
+
pytoolconfig==1.2.6
|
599 |
+
pytools==2023.1.1
|
600 |
+
pytorch-ignite==0.4.13
|
601 |
+
pytorch-lightning==2.1.3
|
602 |
+
pytz==2023.3
|
603 |
+
pyu2f==0.1.5
|
604 |
+
pyupset==0.1.1.post7
|
605 |
+
pyviz-comms==3.0.0
|
606 |
+
pywavelets==1.4.1
|
607 |
+
pyyaml==6.0.1
|
608 |
+
pyzmq==24.0.1
|
609 |
+
qgrid==1.3.1
|
610 |
+
qtconsole==5.5.1
|
611 |
+
qtpy==2.4.1
|
612 |
+
quantecon==0.7.1
|
613 |
+
quantities==0.15.0
|
614 |
+
qudida==0.0.4
|
615 |
+
raft-dask==23.8.0
|
616 |
+
rapidfuzz==3.6.1
|
617 |
+
rasterio==1.3.9
|
618 |
+
rasterstats==0.19.0
|
619 |
+
ray-cpp==2.6.3
|
620 |
+
ray==2.6.3
|
621 |
+
referencing==0.30.2
|
622 |
+
regex==2023.8.8
|
623 |
+
requests-oauthlib==1.3.1
|
624 |
+
requests-toolbelt==0.10.1
|
625 |
+
requests==2.31.0
|
626 |
+
responses==0.18.0
|
627 |
+
retrying==1.3.3
|
628 |
+
rfc3339-validator==0.1.4
|
629 |
+
rfc3986-validator==0.1.1
|
630 |
+
rgf-python==3.12.0
|
631 |
+
rich-click==1.7.3
|
632 |
+
rich==13.5.2
|
633 |
+
rmm==23.8.0
|
634 |
+
rope==1.11.0
|
635 |
+
rpds-py==0.9.2
|
636 |
+
rsa==4.9
|
637 |
+
rtree==1.1.0
|
638 |
+
ruamel-yaml-conda==0.15.100
|
639 |
+
ruamel.yaml.clib==0.2.7
|
640 |
+
ruamel.yaml==0.17.32
|
641 |
+
s2sphere==0.2.5
|
642 |
+
s3fs==2023.12.2
|
643 |
+
s3transfer==0.6.2
|
644 |
+
safetensors==0.4.1
|
645 |
+
scattertext==0.1.19
|
646 |
+
scikit-image==0.21.0
|
647 |
+
scikit-learn-intelex==2024.0.1
|
648 |
+
scikit-learn==1.2.2
|
649 |
+
scikit-multilearn==0.2.0
|
650 |
+
scikit-optimize==0.9.0
|
651 |
+
scikit-plot==0.3.7
|
652 |
+
scikit-surprise==1.1.3
|
653 |
+
scipy==1.11.4
|
654 |
+
seaborn==0.12.2
|
655 |
+
secretstorage==3.3.3
|
656 |
+
segment-anything==1.0
|
657 |
+
segregation==2.5
|
658 |
+
semver==3.0.2
|
659 |
+
send2trash==1.8.2
|
660 |
+
sentencepiece==0.1.99
|
661 |
+
sentry-sdk==1.39.1
|
662 |
+
setproctitle==1.3.3
|
663 |
+
setuptools-git==1.2
|
664 |
+
setuptools-scm==8.0.4
|
665 |
+
setuptools==68.1.2
|
666 |
+
shap==0.44.0
|
667 |
+
shapely==1.8.5.post1
|
668 |
+
shellingham==1.5.4
|
669 |
+
shimmy==1.3.0
|
670 |
+
simpervisor==1.0.0
|
671 |
+
simpleitk==2.3.1
|
672 |
+
simplejson==3.19.2
|
673 |
+
six==1.16.0
|
674 |
+
sklearn-pandas==2.2.0
|
675 |
+
slicer==0.0.7
|
676 |
+
smart-open==6.3.0
|
677 |
+
smhasher==0.150.1
|
678 |
+
smmap==5.0.0
|
679 |
+
sniffio==1.3.0
|
680 |
+
snowballstemmer==2.2.0
|
681 |
+
snuggs==1.4.7
|
682 |
+
sortedcontainers==2.4.0
|
683 |
+
soundfile==0.12.1
|
684 |
+
soupsieve==2.3.2.post1
|
685 |
+
soxr==0.3.7
|
686 |
+
spacy-legacy==3.0.12
|
687 |
+
spacy-loggers==1.0.5
|
688 |
+
spacy==3.7.2
|
689 |
+
spaghetti==1.7.4
|
690 |
+
spectral==0.23.1
|
691 |
+
spglm==1.1.0
|
692 |
+
sphinx-rtd-theme==0.2.4
|
693 |
+
spint==1.0.7
|
694 |
+
splot==1.1.5.post1
|
695 |
+
spopt==0.6.0
|
696 |
+
spreg==1.4.2
|
697 |
+
spvcm==0.3.0
|
698 |
+
sqlalchemy==2.0.20
|
699 |
+
sqlparse==0.4.4
|
700 |
+
squarify==0.4.3
|
701 |
+
srsly==2.4.8
|
702 |
+
stable-baselines3==2.1.0
|
703 |
+
stack-data==0.6.2
|
704 |
+
stanio==0.3.0
|
705 |
+
starlette==0.27.0
|
706 |
+
statsmodels==0.14.0
|
707 |
+
stemming==1.0.1
|
708 |
+
stop-words==2018.7.23
|
709 |
+
stopit==1.1.2
|
710 |
+
stumpy==1.12.0
|
711 |
+
sympy==1.12
|
712 |
+
tables==3.9.2
|
713 |
+
tabulate==0.9.0
|
714 |
+
tangled-up-in-unicode==0.2.0
|
715 |
+
tbb==2021.11.0
|
716 |
+
tblib==3.0.0
|
717 |
+
tenacity==8.2.3
|
718 |
+
tensorboard-data-server==0.7.1
|
719 |
+
tensorboard-plugin-profile==2.13.1
|
720 |
+
tensorboard==2.13.0
|
721 |
+
tensorboardx==2.6.2.2
|
722 |
+
tensorflow-addons==0.23.0
|
723 |
+
tensorflow-cloud==0.1.16
|
724 |
+
tensorflow-datasets==4.9.2
|
725 |
+
tensorflow-decision-forests==1.5.0
|
726 |
+
tensorflow-estimator==2.13.0
|
727 |
+
tensorflow-hub==0.14.0
|
728 |
+
tensorflow-io-gcs-filesystem==0.34.0
|
729 |
+
tensorflow-io==0.34.0
|
730 |
+
tensorflow-metadata==0.14.0
|
731 |
+
tensorflow-probability==0.21.0
|
732 |
+
tensorflow-serving-api==2.13.0
|
733 |
+
tensorflow-text==2.13.0
|
734 |
+
tensorflow-transform==0.14.0
|
735 |
+
tensorflow==2.13.0
|
736 |
+
tensorflowjs==4.15.0
|
737 |
+
tensorpack==0.11
|
738 |
+
tensorstore==0.1.52
|
739 |
+
termcolor==2.3.0
|
740 |
+
terminado==0.17.1
|
741 |
+
testpath==0.6.0
|
742 |
+
text-unidecode==1.3
|
743 |
+
textblob==0.17.1
|
744 |
+
texttable==1.7.0
|
745 |
+
textwrap3==0.9.2
|
746 |
+
theano-pymc==1.1.2
|
747 |
+
theano==1.0.5
|
748 |
+
thinc==8.2.2
|
749 |
+
threadpoolctl==3.2.0
|
750 |
+
tifffile==2023.8.12
|
751 |
+
timm==0.9.12
|
752 |
+
tinycss2==1.2.1
|
753 |
+
tobler==0.11.2
|
754 |
+
tokenizers==0.15.0
|
755 |
+
toml==0.10.2
|
756 |
+
tomli==2.0.1
|
757 |
+
tomlkit==0.12.3
|
758 |
+
toolz==0.12.0
|
759 |
+
torch==2.0.0
|
760 |
+
torchaudio==2.0.1
|
761 |
+
torchdata==0.7.1
|
762 |
+
torchinfo==1.8.0
|
763 |
+
torchmetrics==1.2.1
|
764 |
+
torchtext==0.15.1
|
765 |
+
torchvision==0.15.1
|
766 |
+
tornado==6.3.3
|
767 |
+
tpot==0.12.1
|
768 |
+
tqdm==4.66.1
|
769 |
+
traceml==1.0.8
|
770 |
+
traitlets==5.9.0
|
771 |
+
traittypes==0.2.1
|
772 |
+
transformers==4.36.2
|
773 |
+
treelite-runtime==3.2.0
|
774 |
+
treelite==3.2.0
|
775 |
+
trueskill==0.4.5
|
776 |
+
truststore==0.8.0
|
777 |
+
tsfresh==0.20.1
|
778 |
+
typeguard==2.13.3
|
779 |
+
typer==0.9.0
|
780 |
+
typing-extensions==4.5.0
|
781 |
+
typing-inspect==0.9.0
|
782 |
+
typing-utils==0.1.0
|
783 |
+
tzdata==2023.3
|
784 |
+
tzlocal==5.2
|
785 |
+
uc-micro-py==1.0.2
|
786 |
+
ucx-py==0.33.0
|
787 |
+
ujson==5.9.0
|
788 |
+
umap-learn==0.5.5
|
789 |
+
unicodedata2==15.1.0
|
790 |
+
unidecode==1.3.7
|
791 |
+
update-checker==0.18.0
|
792 |
+
uri-template==1.3.0
|
793 |
+
uritemplate==3.0.1
|
794 |
+
urllib3==1.26.15
|
795 |
+
urwid-readline==0.13
|
796 |
+
urwid==2.4.1
|
797 |
+
uvicorn==0.23.2
|
798 |
+
uvloop==0.19.0
|
799 |
+
vaex-astro==0.9.3
|
800 |
+
vaex-core==4.17.1
|
801 |
+
vaex-hdf5==0.14.1
|
802 |
+
vaex-jupyter==0.8.2
|
803 |
+
vaex-ml==0.18.3
|
804 |
+
vaex-server==0.9.0
|
805 |
+
vaex-viz==0.5.4
|
806 |
+
vaex==4.17.0
|
807 |
+
vec-noise==1.1.4
|
808 |
+
vecstack==0.4.0
|
809 |
+
virtualenv==20.21.0
|
810 |
+
visions==0.7.5
|
811 |
+
vowpalwabbit==9.9.0
|
812 |
+
vtk==9.3.0
|
813 |
+
wand==0.6.13
|
814 |
+
wandb==0.16.2
|
815 |
+
wasabi==1.1.2
|
816 |
+
watchfiles==0.21.0
|
817 |
+
wavio==0.0.8
|
818 |
+
wcwidth==0.2.6
|
819 |
+
weasel==0.3.4
|
820 |
+
webcolors==1.13
|
821 |
+
webencodings==0.5.1
|
822 |
+
websocket-client==1.6.2
|
823 |
+
websockets==12.0
|
824 |
+
werkzeug==3.0.1
|
825 |
+
wfdb==4.1.2
|
826 |
+
whatthepatch==1.0.5
|
827 |
+
wheel==0.41.2
|
828 |
+
widgetsnbextension==3.6.6
|
829 |
+
witwidget==1.8.1
|
830 |
+
woodwork==0.27.0
|
831 |
+
wordcloud==1.9.2
|
832 |
+
wordsegment==1.3.1
|
833 |
+
wrapt==1.15.0
|
834 |
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|
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