tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 355 1,185 162 40 Updated Oct 12, 2020

• tfjs

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

  javascript webgl machine-learning typescript deep-learning neural-network wasm
  TypeScript Apache-2.0 1,321 14,034 416 (8 issues need help) 82 Updated Oct 12, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 332 2,105 72 (1 issue needs help) 0 Updated Oct 12, 2020

• tensorflow

  An Open Source Machine Learning Framework for Everyone

  python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml
  C++ Apache-2.0 82,929 149,152 3,783 (3 issues need help) 197 Updated Oct 12, 2020

• serving

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

  python machine-learning deep-neural-networks deep-learning neural-network cpp tensorflow
  C++ Apache-2.0 1,847 4,673 69 42 Updated Oct 12, 2020

• cloud

  The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

  cloud tensorflow keras gcp
  Jupyter Notebook Apache-2.0 29 180 31 7 Updated Oct 12, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 269 164 0 2 Updated Oct 12, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 320 1,295 35 3 Updated Oct 12, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 841 2,428 231 147 Updated Oct 12, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 124 23 6 Updated Oct 12, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,953 3,895 1 26 Updated Oct 12, 2020

• model-optimization

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

  machine-learning sparsity compression deep-learning tensorflow optimization keras
  Python Apache-2.0 206 898 52 15 Updated Oct 12, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 59 427 12 2 Updated Oct 12, 2020

• mlir-hlo
  C++ 4 29 2 0 Updated Oct 12, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 147 578 44 (19 issues need help) 13 Updated Oct 12, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 176 830 36 5 Updated Oct 12, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 37 152 1 16 Updated Oct 12, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,220 7,340 1 49 Updated Oct 12, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 35 166 16 6 Updated Oct 12, 2020

• tflite-support

  TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
  C++ Apache-2.0 8 50 7 22 Updated Oct 12, 2020

• hub

  A library for transfer learning by reusing parts of TensorFlow models.

  python machine-learning tensorflow ml embeddings image-classification transfer-learning
  Python Apache-2.0 1,379 2,582 38 2 Updated Oct 12, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 256 1,233 32 4 Updated Oct 12, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,978 3,974 0 38 Updated Oct 12, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 104 566 44 16 Updated Oct 12, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 233 2,734 31 (1 issue needs help) 1 Updated Oct 11, 2020

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 378 1,034 113 (32 issues need help) 43 Updated Oct 11, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 204 1,015 40 (1 issue needs help) 7 Updated Oct 11, 2020

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 34 367 5 3 Updated Oct 11, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 147 193 7 5 Updated Oct 11, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,626 4,702 0 14 Updated Oct 11, 2020