tensorflow

Repositories

• 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 1,078 2,906 292 194 Updated Jul 18, 2021

• 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 1,532 2,884 6 2 Updated Jul 18, 2021

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 276 3,169 33 (4 issues need help) 6 Updated Jul 18, 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 2,005 5,119 80 21 Updated Jul 18, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,534 4,687 1 8 Updated Jul 18, 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 85,131 157,468 3,403 (1 issue needs help) 158 Updated Jul 18, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 383 1,565 49 54 Updated Jul 18, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,506 70,614 1,047 (2 issues need help) 169 Updated Jul 18, 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-2.0 482 1,326 162 (30 issues need help) 59 Updated Jul 18, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 363 2,262 85 (1 issue needs help) 0 Updated Jul 18, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 82 364 86 22 Updated Jul 17, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 909 3,391 421 (1 issue needs help) 59 Updated Jul 17, 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 1,546 15,291 480 (9 issues need help) 100 Updated Jul 17, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 60 119 29 25 Updated Jul 17, 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
  Cuda Apache-2.0 45 178 12 3 Updated Jul 17, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 297 2,484 61 (4 issues need help) 56 Updated Jul 17, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 541 28 2 Updated Jul 17, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,407 5,563 511 44 Updated Jul 17, 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 46 161 16 59 Updated Jul 17, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 316 1,259 61 (1 issue needs help) 9 Updated Jul 17, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 469 1,517 211 19 Updated Jul 17, 2021

• mlir-hlo
  C++ 19 88 7 0 Updated Jul 17, 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
  Jupyter Notebook Apache-2.0 16 27 23 0 Updated Jul 16, 2021

• tfx-bsl

  Common code for TFX
  Python 21 35 4 5 Updated Jul 16, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 181 1,068 58 25 Updated Jul 16, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 66 6 1 Updated Jul 16, 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 54 297 47 5 Updated Jul 16, 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-2.0 537 1,969 102 (2 issues need help) 9 Updated Jul 17, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 222 1,078 15 10 Updated Jul 16, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 192 879 20 8 Updated Jul 16, 2021