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 81,314 144,629 3,426 (7 issues need help) 215 Updated May 22, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 311 1,998 63 (1 issue needs help) 1 Updated May 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-2.0 269 840 109 (38 issues need help) 44 Updated May 22, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,899 63,882 826 (3 issues need help) 95 Updated May 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 1,760 4,390 62 43 Updated May 22, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 103 318 99 (2 issues need help) 6 Updated May 22, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 613 2,042 204 (2 issues need help) 163 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 1,018 77 290 Updated May 22, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 524 807 76 (1 issue needs help) 9 Updated May 22, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 9 60 5 0 Updated May 22, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 20 59 6 1 Updated May 22, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 125 515 38 (17 issues need help) 10 Updated May 22, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 753 2,882 286 (29 issues need help) 32 Updated May 22, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 35 336 5 0 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 1,182 13,262 439 (8 issues need help) 58 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 21, 2020

• model-analysis

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

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 148 856 27 6 Updated May 21, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 257 1,051 19 2 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-2.0 161 790 30 19 Updated May 21, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 166 813 24 5 Updated May 22, 2020

• haskell

  Haskell bindings for TensorFlow
  Haskell Apache-2.0 173 1,305 28 6 Updated May 22, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 325 1,386 85 5 Updated May 21, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 300 711 14 11 Updated May 21, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,220 4,646 452 60 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 3,527 3,373 1 19 Updated May 22, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 129 169 7 4 Updated May 21, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 224 2,174 38 (4 issues need help) 12 Updated May 21, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,192 3,214 0 43 Updated May 21, 2020

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