tensorflow

Repositories

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 124 511 38 (15 issues need help) 14 Updated May 19, 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 1,175 13,244 438 (8 issues need help) 56 Updated May 19, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 287 1,011 77 285 Updated May 19, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,845 63,786 815 (3 issues need help) 92 Updated May 19, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 225 2,173 39 (4 issues need help) 17 Updated May 19, 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 81,253 144,478 3,411 (7 issues need help) 200 Updated May 19, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 35 329 4 0 Updated May 19, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,512 3,351 1 18 Updated May 19, 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-2.0 158 783 28 16 Updated May 19, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 9 59 6 2 Updated May 19, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 20 57 6 0 Updated May 19, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 611 2,034 202 (2 issues need help) 162 Updated May 19, 2020

• cleverhans

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

  security benchmarking machine-learning
  Python MIT 1,133 4,540 41 (6 issues need help) 18 Updated May 19, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 309 1,997 61 (1 issue needs help) 0 Updated May 19, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 255 1,046 16 2 Updated May 19, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,210 4,639 448 59 Updated May 18, 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 2,877 283 (29 issues need help) 33 Updated May 19, 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 1,262 2,347 44 7 Updated May 19, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 127 672 66 (12 issues need help) 7 Updated May 19, 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 2,560 9,983 508 2 Updated May 19, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 102 278 5 0 Updated May 19, 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-2.0 267 832 109 (38 issues need help) 41 Updated May 19, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 84 447 33 3 Updated May 19, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 183 956 9 6 Updated May 19, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 24 109 3 9 Updated May 18, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 7 10 1 0 Updated May 18, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 322 1,379 86 6 Updated May 18, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 522 805 76 (1 issue needs help) 9 Updated May 18, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 102 317 96 (2 issues need help) 5 Updated May 18, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 99 643 3 2 Updated May 18, 2020