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 81,304 144,578 3,426 (7 issues need help) 208 Updated May 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 1,179 13,258 440 (8 issues need help) 57 Updated May 21, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 288 1,015 77 290 Updated May 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-2.0 160 786 29 17 Updated May 21, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 124 512 37 (17 issues need help) 10 Updated May 21, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,183 3,204 0 43 Updated May 21, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,521 3,366 1 20 Updated May 21, 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 1,760 4,387 63 41 Updated May 21, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,882 63,842 824 (3 issues need help) 92 Updated May 21, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 311 2,000 62 (1 issue needs help) 1 Updated May 21, 2020

• cloud
  Python Apache-2.0 3 14 2 3 Updated May 21, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 102 318 97 (2 issues need help) 7 Updated May 21, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,240 3,479 156 16 Updated May 21, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,216 4,641 451 58 Updated May 21, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 9 60 5 1 Updated May 21, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 324 1,383 84 5 Updated May 21, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 147 855 27 6 Updated May 21, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 127 673 67 (12 issues need help) 7 Updated May 21, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 300 711 13 11 Updated May 21, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 256 1,048 19 2 Updated May 21, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 182 957 9 6 Updated May 21, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 49 102 23 20 Updated May 21, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 612 2,041 203 (2 issues need help) 162 Updated May 21, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 751 2,881 283 (29 issues need help) 32 Updated May 20, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,566 9,998 509 3 Updated May 20, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 225 2,173 38 (4 issues need help) 14 Updated May 20, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 35 335 5 0 Updated May 20, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 159 101 8 65 Updated May 21, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 24 109 3 6 Updated May 20, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,808 6,099 0 44 Updated May 21, 2020