<commit_before># TFX API Reference

## TensorFlow Extended

*   [TensorFlow Extended](https://www.tensorflow.org/tfx/api_docs/python/tfx/v1)

## Data Validation

*   [Data Validation](https://www.tensorflow.org/tfx/data_validation/api_docs/python/tfdv)

## Transform

*   [Transform](https://www.tensorflow.org/tfx/transform/api_docs/python/tft)
*   [Transform.beam](https://www.tensorflow.org/tfx/transform/api_docs/python/tft_beam)

## Model Analysis

*   [Model Analysis](https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma)

## Serving

*   [Client API (REST)](https://www.tensorflow.org/tfx/serving/api_rest)
*   [Server API (C++)](https://www.tensorflow.org/tfx/serving/api_docs/cc)

## ML Metadata

*   [ML Metadata](https://www.tensorflow.org/tfx/ml_metadata/api_docs/python/mlmd)

## TFX Basic Shared Libraries (`tfx_bsl`)<commit_msg>Add tf_metadata to the api_overview page.<commit_after># TFX API Reference

## TensorFlow Extended

*   [TensorFlow Extended](https://www.tensorflow.org/tfx/api_docs/python/tfx/v1)

## Data Validation

*   [Data Validation](https://www.tensorflow.org/tfx/data_validation/api_docs/python/tfdv)

## Transform

*   [Transform](https://www.tensorflow.org/tfx/transform/api_docs/python/tft)
*   [Transform.beam](https://www.tensorflow.org/tfx/transform/api_docs/python/tft_beam)

## Model Analysis

*   [Model Analysis](https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma)

## Serving

*   [Client API (REST)](https://www.tensorflow.org/tfx/serving/api_rest)
*   [Server API (C++)](https://www.tensorflow.org/tfx/serving/api_docs/cc)

## ML Metadata

*   [ML Metadata](https://www.tensorflow.org/tfx/ml_metadata/api_docs/python/mlmd)

## TF Metadata

*   [ML Metadata](https://www.tensorflow.org/tfx/tf_metadata/api_docs/python/tfmd/proto)

## TFX Basic Shared Libraries (`tfx_bsl`)
{'fraction_non_alphanumeric': 0.1681081081081081, 'fraction_numerical': 0.001081081081081081, 'mean_word_length': 4.730650154798762, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 17, 'lorem ipsum': 0, 'www.': 17, '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': '3668573', 'n_tokens_mistral': 709, 'n_tokens_neox': 681, 'n_words': 78}