tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 773 2,337 212 (2 issues need help) 133 Updated Sep 5, 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 1,356 2,532 33 3 Updated Sep 5, 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 82,592 148,084 3,752 (5 issues need help) 199 Updated Sep 5, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 118 22 11 Updated Sep 5, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,277 4,820 479 52 Updated Sep 5, 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-2.0 355 991 117 (33 issues need help) 44 Updated Sep 5, 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 1,831 4,601 68 41 Updated Sep 5, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 51 407 8 2 Updated Sep 5, 2020

• mlir-hlo
  C++ 3 15 1 0 Updated Sep 5, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 255 2,298 50 (4 issues need help) 37 Updated Sep 5, 2020

• cloud

  The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

  cloud tensorflow keras gcp
  Jupyter Notebook Apache-2.0 24 154 30 3 Updated Sep 5, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 100 550 41 16 Updated Sep 4, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,128 65,954 875 (3 issues need help) 131 Updated Sep 4, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 241 142 0 47 Updated Sep 4, 2020

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 7 20 8 1 Updated Sep 4, 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 1,296 13,848 399 (8 issues need help) 80 Updated Sep 4, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 309 1,240 28 2 Updated Sep 4, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 390 1,567 102 5 Updated Sep 4, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 829 34 5 Updated Sep 5, 2020

• lucid

  A collection of infrastructure and tools for research in neural network interpretability.

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 546 3,852 58 (1 issue needs help) 10 Updated Sep 4, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 17 118 15 12 Updated Sep 4, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 130 701 71 (11 issues need help) 5 Updated Sep 4, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 123 351 109 (2 issues need help) 3 Updated Sep 4, 2020

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 92 392 6 1 Updated Sep 4, 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-2.0 201 881 45 13 Updated Sep 4, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,796 3,802 0 49 Updated Sep 4, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 327 2,091 69 (1 issue needs help) 0 Updated Sep 4, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 330 774 22 28 Updated Sep 4, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,872 3,750 1 32 Updated Sep 4, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 345 1,141 139 57 Updated Sep 4, 2020