tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 862 2,477 234 149 Updated Oct 29, 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 83,105 149,657 3,845 (3 issues need help) 185 Updated Oct 29, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 819 3,099 353 (1 issue needs help) 50 Updated Oct 29, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 727 73 (12 issues need help) 6 Updated Oct 29, 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 34 186 32 5 Updated Oct 29, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 424 1,642 115 6 Updated Oct 29, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 176 836 34 5 Updated Oct 29, 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 1,331 14,134 440 (8 issues need help) 84 Updated Oct 29, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 575 45 18 Updated Oct 29, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 146 580 44 (19 issues need help) 10 Updated Oct 29, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 362 1,203 164 37 Updated Oct 29, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,004 12 7 Updated Oct 29, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 38 154 1 14 Updated Oct 29, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 30 58 3 1 Updated Oct 29, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 96 490 36 3 Updated Oct 29, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 14 27 1 5 Updated Oct 29, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 75 651 17 16 Updated Oct 29, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,003 3,960 1 33 Updated Oct 29, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 433 13 1 Updated Oct 29, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,644 4,734 0 13 Updated Oct 29, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 560 5,738 38 (1 issue needs help) 0 Updated Oct 29, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 326 1,324 34 3 Updated Oct 29, 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-2.0 385 1,062 115 (32 issues need help) 45 Updated Oct 29, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,116 72 (1 issue needs help) 0 Updated Oct 29, 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 1,394 2,602 39 2 Updated Oct 29, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,300 5,010 485 55 Updated Oct 29, 2020

• mlir-hlo
  C++ 7 32 2 0 Updated Oct 29, 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 1,854 4,703 66 45 Updated Oct 29, 2020

• 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 13 52 6 18 Updated Oct 29, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,649 66,907 852 (3 issues need help) 135 Updated Oct 29, 2020