tensorflow

tensorflow

tensorflow

★ 200,106

TensorFlow 提供了跨伺服器、瀏覽器和邊緣裝置建置、訓練和部署機器學習模型的工具。

tensorflow

models

★ 77,659

TensorFlow Model Garden，收錄基於 TensorFlow 2 高階 API 的前沿模型參考實作，並在 TensorBoard.dev 上提供訓練日誌。

tensorflow

tfjs

★ 19,141

A WebGL accelerated JavaScript library for training and deploying ML models.

tensorflow

serving

★ 6,362

A flexible, high-performance serving system for machine learning models

tensorflow

docs

★ 6,331

TensorFlow documentation

tensorflow

datasets

★ 4,589

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

tensorflow

probability

★ 4,432

Probabilistic reasoning and statistical analysis in TensorFlow

tensorflow

tfx

★ 2,192

TFX is an end-to-end platform for deploying production ML pipelines

tensorflow

quantum

★ 2,182

An open-source Python framework for hybrid quantum-classical machine learning.

tensorflow

privacy

★ 2,034

Library for training machine learning models with privacy for training data

tensorflow

model-optimization

★ 1,579

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

tensorflow

gnn

★ 1,542

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

tensorflow

compression

★ 923

Data compression in TensorFlow

tensorflow

decision-forests

★ 693

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

tensorflow

tcav

★ 655

Code for the TCAV ML interpretability project