tensorflow

Repositories

• 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 83,050 149,444 3,819 (3 issues need help) 191 Updated Oct 22, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 360 1,197 162 35 Updated Oct 22, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 146 580 44 (19 issues need help) 9 Updated Oct 22, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,113 72 (1 issue needs help) 0 Updated Oct 22, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 209 1,024 41 (1 issue needs help) 6 Updated Oct 22, 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 34 184 32 8 Updated Oct 22, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,297 4,989 488 56 Updated Oct 22, 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 11 49 5 17 Updated Oct 22, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,636 4,717 0 13 Updated Oct 21, 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-2.0 206 906 54 16 Updated Oct 21, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 725 74 (12 issues need help) 4 Updated Oct 22, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,562 66,793 845 (3 issues need help) 133 Updated Oct 22, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 7 Updated Oct 22, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 128 20 12 Updated Oct 22, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 572 44 18 Updated Oct 22, 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 1,849 4,682 65 43 Updated Oct 22, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 324 1,310 36 4 Updated Oct 22, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,417 3,914 183 23 Updated Oct 22, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 79 40 0 8 Updated Oct 21, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 854 2,456 233 154 Updated Oct 21, 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 1,327 14,084 429 (8 issues need help) 81 Updated Oct 21, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,255 7,439 1 51 Updated Oct 21, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 258 1,238 32 5 Updated Oct 21, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 44 187 18 6 Updated Oct 21, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 353 803 25 22 Updated Oct 21, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 431 13 1 Updated Oct 22, 2020

• tfhub.dev
  Python Apache-2.0 0 5 0 0 Updated Oct 21, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,003 13 7 Updated Oct 21, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 277 169 0 3 Updated Oct 22, 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-2.0 384 1,052 114 (32 issues need help) 43 Updated Oct 21, 2020