tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 314 1,056 94 215 Updated Jun 24, 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 81,767 145,813 3,468 (6 issues need help) 204 Updated Jun 24, 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 1,218 13,469 376 (8 issues need help) 62 Updated Jun 24, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 230 1,124 20 3 Updated Jun 24, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,240 4,708 464 51 Updated Jun 24, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 673 2,150 198 (3 issues need help) 145 Updated Jun 24, 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-2.0 176 828 32 20 Updated Jun 24, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 766 2,938 305 (1 issue needs help) 34 Updated Jun 24, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 521 5,533 32 (1 issue needs help) 1 Updated Jun 24, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,405 3,447 0 47 Updated Jun 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-2.0 296 891 110 (33 issues need help) 41 Updated Jun 24, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,919 6,423 0 46 Updated Jun 24, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 13 75 10 4 Updated Jun 24, 2020

• custom-op

  Guide for building custom op for TensorFlow
  Smarty Apache-2.0 55 207 10 1 Updated Jun 24, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 52 107 23 24 Updated Jun 24, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 131 690 66 (11 issues need help) 3 Updated Jun 24, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 184 964 10 6 Updated Jun 24, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 108 333 101 (2 issues need help) 10 Updated Jun 24, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 272 1,117 19 2 Updated Jun 24, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 66 598 18 (1 issue needs help) 19 Updated Jun 24, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 87 458 34 3 Updated Jun 24, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 41 374 7 1 Updated Jun 24, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 88 492 31 7 Updated Jun 24, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 10 16 1 2 Updated Jun 24, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 195 116 11 59 Updated Jun 24, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 353 1,441 89 7 Updated Jun 24, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,324 64,593 821 (3 issues need help) 102 Updated Jun 24, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 316 2,019 66 (1 issue needs help) 0 Updated Jun 24, 2020

• cloud
  Python Apache-2.0 5 25 1 3 Updated Jun 23, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,660 3,509 1 27 Updated Jun 23, 2020