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 83,111 149,690 3,846 (3 issues need help) 180 Updated Oct 31, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,659 66,920 854 (3 issues need help) 137 Updated Oct 30, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 727 73 (12 issues need help) 2 Updated Oct 30, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 362 1,204 163 42 Updated Oct 30, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 131 369 114 (2 issues need help) 1 Updated Oct 30, 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 1,857 4,706 63 46 Updated Oct 30, 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 1,330 14,139 441 (8 issues need help) 83 Updated Oct 30, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,118 72 (1 issue needs help) 0 Updated Oct 30, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 178 837 34 5 Updated Oct 30, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 327 1,324 35 3 Updated Oct 30, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 359 808 26 25 Updated Oct 30, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 819 3,103 354 (1 issue needs help) 50 Updated Oct 30, 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-2.0 207 914 54 17 Updated Oct 30, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 133 21 12 Updated Oct 30, 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 36 193 32 4 Updated Oct 30, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 38 156 1 12 Updated Oct 30, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 9 Updated Oct 30, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 433 13 1 Updated Oct 30, 2020

• mlir-hlo
  C++ 7 32 2 0 Updated Oct 30, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,003 3,962 1 34 Updated Oct 30, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 862 2,477 234 147 Updated Oct 30, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 146 581 44 (19 issues need help) 10 Updated Oct 30, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,065 4,083 0 40 Updated Oct 30, 2020

• tfhub.dev
  Python Apache-2.0 0 6 0 1 Updated Oct 30, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,301 5,014 486 55 Updated Oct 30, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 75 651 17 16 Updated Oct 30, 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 13 54 7 18 Updated Oct 30, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 47 192 19 5 Updated Oct 30, 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-2.0 385 1,061 115 (32 issues need help) 45 Updated Oct 30, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 263 2,330 49 (4 issues need help) 38 Updated Oct 30, 2020