tensorflow

Repositories

• 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-2.0 163 806 33 16 Updated Jun 2, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 127 519 38 (17 issues need help) 11 Updated Jun 2, 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 81,489 145,087 3,490 (6 issues need help) 200 Updated Jun 2, 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 1,199 13,317 441 (8 issues need help) 63 Updated Jun 2, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,225 4,670 455 61 Updated Jun 2, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 9 14 2 0 Updated Jun 2, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 265 1,065 22 4 Updated Jun 2, 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 2,579 10,049 512 2 Updated Jun 2, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 626 2,080 202 (2 issues need help) 164 Updated Jun 2, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 172 105 9 63 Updated Jun 2, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 36 354 5 0 Updated Jun 2, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 182 959 8 6 Updated Jun 2, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 336 1,406 86 7 Updated Jun 2, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 315 2,000 66 (1 issue needs help) 0 Updated Jun 2, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,036 64,166 853 (3 issues need help) 96 Updated Jun 2, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 758 2,904 295 (29 issues need help) 34 Updated Jun 2, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 297 1,029 81 308 Updated Jun 2, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 10 63 7 4 Updated Jun 2, 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 1,765 4,411 63 40 Updated Jun 2, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 85 484 30 6 Updated Jun 2, 2020

• magenta

  Magenta: Music and Art Generation with Machine Intelligence
  Python Apache-2.0 3,102 15,143 225 (11 issues need help) 28 Updated Jun 2, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 227 2,184 37 (4 issues need help) 15 Updated Jun 2, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,575 3,413 1 19 Updated Jun 2, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 63 589 18 16 Updated Jun 2, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 305 719 15 14 Updated Jun 2, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,850 6,208 0 45 Updated Jun 2, 2020

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 320 1,083 40 5 Updated Jun 2, 2020

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Python Apache-2.0 82 370 2 1 Updated Jun 2, 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-2.0 279 866 105 (32 issues need help) 41 Updated Jun 2, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 128 678 67 (12 issues need help) 6 Updated Jun 2, 2020