tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 290 1,025 76 295 Updated May 26, 2020

• 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 81,370 144,813 3,461 (7 issues need help) 213 Updated May 26, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 312 2,000 62 (1 issue needs help) 0 Updated May 26, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,939 64,003 834 (3 issues need help) 95 Updated May 26, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 326 1,389 84 5 Updated May 26, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 616 2,056 206 (2 issues need help) 163 Updated May 27, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 127 519 38 (17 issues need help) 10 Updated May 26, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 225 2,181 38 (4 issues need help) 17 Updated May 26, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 24 111 3 6 Updated May 26, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,540 3,391 1 19 Updated May 26, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 163 102 8 64 Updated May 26, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 151 862 27 7 Updated May 26, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 102 323 99 (2 issues need help) 4 Updated May 26, 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 1,764 4,399 64 43 Updated May 26, 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 1,188 13,287 443 (8 issues need help) 62 Updated May 26, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 9 61 6 1 Updated May 27, 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-2.0 271 848 108 (37 issues need help) 41 Updated May 26, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 128 677 66 (12 issues need help) 8 Updated May 26, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 259 1,059 22 3 Updated May 26, 2020

• cleverhans

  An adversarial example library for constructing attacks, building defenses, and benchmarking both

  security benchmarking machine-learning
  Python MIT 1,135 4,551 42 (6 issues need help) 19 Updated May 26, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,219 4,657 456 60 Updated May 26, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,822 6,143 0 46 Updated May 26, 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-2.0 161 796 31 18 Updated May 26, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 303 715 14 11 Updated May 26, 2020

• hub

  A library for transfer learning by reusing parts of TensorFlow models.

  python machine-learning tensorflow ml embeddings image-classification transfer-learning
  Python Apache-2.0 1,270 2,362 48 5 Updated May 25, 2020

• workshops

  A few exercises for use at events.
  Jupyter Notebook Apache-2.0 688 1,419 6 12 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 2,892 289 (29 issues need help) 33 Updated May 23, 2020

• cloud
  Python Apache-2.0 3 16 0 2 Updated May 23, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 512 5,486 28 (1 issue needs help) 2 Updated May 23, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 524 808 76 (1 issue needs help) 9 Updated May 22, 2020