tensorflow

Repositories

• 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 1,875 4,752 61 25 Updated Nov 28, 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 83,349 150,908 4,000 (2 issues need help) 198 Updated Nov 28, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 135 378 105 (2 issues need help) 4 Updated Nov 28, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,367 7,764 1 52 Updated Nov 28, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,968 67,372 881 (3 issues need help) 139 Updated Nov 28, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 890 2,545 236 151 Updated Nov 28, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 304 197 0 8 Updated Nov 28, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 53 217 28 5 Updated Nov 28, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 588 46 (19 issues need help) 8 Updated Nov 28, 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 1,357 14,281 449 (8 issues need help) 95 Updated Nov 28, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,320 5,052 487 59 Updated Nov 27, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 328 1,358 40 4 Updated Nov 28, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 569 5,791 42 (1 issue needs help) 1 Updated Nov 28, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 733 73 (12 issues need help) 4 Updated Nov 27, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 448 13 1 Updated Nov 28, 2020

• mlir-hlo
  C++ 8 36 3 0 Updated Nov 27, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 830 3,140 368 (1 issue needs help) 50 Updated Nov 27, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,664 4,800 0 13 Updated Nov 27, 2020

• tfhub.dev
  Python Apache-2.0 5 9 0 2 Updated Nov 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-2.0 396 1,101 116 (31 issues need help) 42 Updated Nov 27, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,072 4,057 1 18 Updated Nov 27, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 437 1,693 92 7 Updated Nov 27, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 266 1,267 38 7 Updated Nov 27, 2020

• gan

  Tooling for GANs in TensorFlow
  Jupyter Notebook Apache-2.0 126 484 6 5 Updated Nov 26, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 370 1,230 170 51 Updated Nov 26, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,204 4,248 0 41 Updated Nov 27, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 110 586 49 19 Updated Nov 26, 2020

• cleverhans

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

  security benchmarking machine-learning
  Python MIT 1,200 4,841 51 (6 issues need help) 23 Updated Nov 27, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 128 23 12 Updated Nov 26, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 19 121 0 5 Updated Nov 25, 2020