<commit_before>[
    {
        "n_models": 8,
        "max_epochs": 500,
        "patience": 10,
        "early_stopping": true,
        "validation_split": 0.2,

        "random_negative_rate": 0.0,
        "random_negative_constant": 25,

        "use_embedding": false,
        "kmer_size": 15,
        "batch_normalization": false,
        "locally_connected_layers": [],
        "activation": "relu",
        "output_activation": "sigmoid",
        "layer_sizes": [
            32
        ],
        "random_negative_affinity_min": 20000.0,
        "random_negative_affinity_max": 50000.0,
        "dense_layer_l1_regularization": 0.001,
        "dropout_probability": 0.0
    }
]<commit_msg>Fix incorrect L1 hyperparameter in hyperparameters-0local_noL1.json<commit_after>[
    {
        "n_models": 8,
        "max_epochs": 500,
        "patience": 10,
        "early_stopping": true,
        "validation_split": 0.2,

        "random_negative_rate": 0.0,
        "random_negative_constant": 25,

        "use_embedding": false,
        "kmer_size": 15,
        "batch_normalization": false,
        "locally_connected_layers": [],
        "activation": "relu",
        "output_activation": "sigmoid",
        "layer_sizes": [
            32
        ],
        "random_negative_affinity_min": 20000.0,
        "random_negative_affinity_max": 50000.0,
        "dense_layer_l1_regularization": 0.0,
        "dropout_probability": 0.0
    }
]
{'fraction_non_alphanumeric': 0.12863070539419086, 'fraction_numerical': 0.04910096818810512, 'mean_word_length': 2.2155555555555555, 'pattern_counts': {'":': 36, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '985797', 'n_tokens_mistral': 535, 'n_tokens_neox': 470, 'n_words': 77}