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 81,212 144,303 3,410 (7 issues need help) 203 Updated May 14, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 314 1,373 86 8 Updated May 14, 2020

• cleverhans

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

  security benchmarking machine-learning
  Python MIT 1,131 4,533 41 (6 issues need help) 18 Updated May 14, 2020

• cloud
  Python Apache-2.0 3 13 2 3 Updated May 14, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 222 2,167 22 (2 issues need help) 21 Updated May 14, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 252 1,043 17 2 Updated May 14, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 40,764 63,686 810 (3 issues need help) 89 Updated May 14, 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 1,754 4,366 60 39 Updated May 14, 2020

• tcav
  Python Apache-2.0 80 369 1 1 Updated May 14, 2020

• networking

  Enhanced networking support for TensorFlow. Maintained by SIG-networking.
  C++ 15 52 5 2 Updated May 14, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 748 2,861 282 (29 issues need help) 36 Updated May 14, 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-2.0 156 775 29 16 Updated May 14, 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 1,254 2,341 45 4 Updated May 14, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 121 508 36 (16 issues need help) 9 Updated May 14, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 306 1,989 60 (1 issue needs help) 0 Updated May 14, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 7 54 5 0 Updated May 14, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 103 317 98 (2 issues need help) 7 Updated May 14, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 127 669 65 (12 issues need help) 5 Updated May 14, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 284 1,005 78 281 Updated May 14, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 166 808 23 5 Updated May 14, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,132 3,158 0 47 Updated May 14, 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 1,168 13,214 435 (8 issues need help) 58 Updated May 14, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 519 801 76 (1 issue needs help) 9 Updated May 14, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 19 57 5 2 Updated May 14, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 294 709 13 9 Updated May 14, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 182 953 8 6 Updated May 14, 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-2.0 266 824 111 (37 issues need help) 39 Updated May 14, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 33 319 3 0 Updated May 14, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 84 445 34 3 Updated May 14, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,492 3,328 1 17 Updated May 13, 2020