tensorflow

Repositories

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 159 451 126 (2 issues need help) 5 Updated May 9, 2021

• 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 84,628 155,653 3,800 (2 issues need help) 194 Updated May 9, 2021

• 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 1,971 5,015 78 17 Updated May 9, 2021

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 459 1,275 153 (29 issues need help) 53 Updated May 9, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 1,032 2,809 275 179 Updated May 9, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 77 323 73 26 Updated May 9, 2021

• 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 1,501 15,049 460 (8 issues need help) 102 Updated May 9, 2021

• tflite-support

  TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile / ioT devices.
  C++ Apache-2.0 33 138 10 48 Updated May 9, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 89 731 17 31 Updated May 8, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 77 519 22 2 Updated May 8, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,133 69,816 1,009 (2 issues need help) 167 Updated May 8, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 287 2,452 59 (4 issues need help) 52 Updated May 8, 2021

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 110 459 2 1 Updated May 8, 2021

• tfjs-wechat

  WeChat Mini-program plugin for TensorFlow.js
  TypeScript 71 350 8 1 Updated May 8, 2021

• 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
  Python Apache-2.0 50 237 43 4 Updated May 8, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 442 1,415 211 42 Updated May 8, 2021

• mlir-hlo
  MLIR 12 71 5 0 Updated May 8, 2021

• playground

  Play with neural networks!
  TypeScript Apache-2.0 2,146 9,825 70 22 Updated May 8, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,024 4,901 0 56 Updated May 8, 2021

• agents

  TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

  reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms
  Python Apache-2.0 503 1,892 93 (3 issues need help) 6 Updated May 8, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 400 287 0 0 Updated May 8, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,393 5,479 505 50 Updated May 8, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 153 812 5 0 Updated May 8, 2021

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

  tensorflow-recommenders-addons sig-recommenders
  Python Apache-2.0 29 111 7 2 Updated May 8, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 34 207 32 4 Updated May 8, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 355 2,220 82 (1 issue needs help) 0 Updated May 7, 2021

• tfx-addons

  TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

  python machine-learning neural-network tensorflow tfx mlops special-interest-group
  Apache-2.0 4 14 19 1 Updated May 8, 2021

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 23 59 9 2 Updated May 7, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 57 197 0 13 Updated May 7, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 4 22 3 1 Updated May 7, 2021