tensorflow

Repositories

• federated

  A framework for implementing federated learning
  Python Apache-2.0 369 1,521 46 36 Updated May 20, 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-2.0 464 1,282 153 (30 issues need help) 51 Updated May 20, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 445 1,429 216 46 Updated May 20, 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 84,717 155,909 3,732 (2 issues need help) 256 Updated May 20, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 888 3,307 403 (1 issue needs help) 58 Updated May 20, 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 36 143 9 49 Updated May 20, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 90 736 19 35 Updated May 20, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 429 934 33 33 Updated May 20, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 164 457 129 (2 issues need help) 4 Updated May 20, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,395 5,488 505 49 Updated May 20, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,435 4,559 1 21 Updated May 20, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 296 1,406 48 8 Updated May 20, 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 1,978 5,032 77 17 Updated May 19, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,202 69,951 1,013 (2 issues need help) 168 Updated May 20, 2021

• tfhub.dev
  Python Apache-2.0 16 18 0 0 Updated May 20, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 31 191 4 11 Updated May 20, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 190 869 20 8 Updated May 20, 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 1,510 15,089 453 (8 issues need help) 94 Updated May 19, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 104 545 33 6 Updated May 19, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 289 2,460 59 (4 issues need help) 54 Updated May 20, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 5 26 2 1 Updated May 19, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 359 2,229 84 (1 issue needs help) 0 Updated May 19, 2021

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 103 831 61 3 Updated May 20, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,790 9,006 1 64 Updated May 19, 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 1,037 2,832 276 180 Updated May 19, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 79 524 24 2 Updated May 19, 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-2.0 510 1,900 96 (3 issues need help) 6 Updated May 19, 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 1,512 2,816 34 0 Updated May 19, 2021

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,777 5,099 0 12 Updated May 19, 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 52 249 44 3 Updated May 19, 2021