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 81,336 144,753 3,453 (7 issues need help) 214 Updated May 25, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 289 1,022 76 291 Updated May 25, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 162 101 8 66 Updated May 25, 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 1,762 4,395 63 43 Updated May 25, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,923 63,970 828 (3 issues need help) 95 Updated May 25, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 103 321 99 (2 issues need help) 5 Updated May 25, 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 1,186 13,278 445 (8 issues need help) 60 Updated May 25, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 615 2,048 206 (2 issues need help) 164 Updated May 24, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 128 676 65 (12 issues need help) 9 Updated May 24, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 312 1,997 62 (1 issue needs help) 0 Updated May 24, 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-2.0 271 846 109 (38 issues need help) 40 Updated May 24, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 301 710 14 11 Updated May 24, 2020

• workshops

  A few exercises for use at events.
  Jupyter Notebook Apache-2.0 687 1,418 6 12 Updated May 23, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,219 4,653 455 61 Updated May 24, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,535 3,384 1 20 Updated May 23, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 754 2,888 288 (29 issues need help) 33 Updated May 23, 2020

• cloud
  Python Apache-2.0 3 15 0 2 Updated May 23, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 512 5,480 28 (1 issue needs help) 2 Updated May 23, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 224 2,178 38 (4 issues need help) 15 Updated May 23, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 126 516 38 (17 issues need help) 11 Updated May 23, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 149 860 27 6 Updated May 22, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 524 808 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 60 6 1 Updated May 22, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 36 342 5 0 Updated May 22, 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

• federated

  A framework for implementing federated learning
  Python Apache-2.0 259 1,058 21 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-2.0 161 791 31 19 Updated May 21, 2020

• transform

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