tensorflow

Repositories

• 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 83,055 149,469 3,814 (3 issues need help) 192 Updated Oct 23, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 146 580 44 (19 issues need help) 11 Updated Oct 23, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 129 367 112 (2 issues need help) 2 Updated Oct 23, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,297 4,989 488 55 Updated Oct 23, 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 3,098 346 (1 issue needs help) 48 Updated Oct 23, 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 1,328 14,092 429 (8 issues need help) 82 Updated Oct 23, 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 34 184 32 7 Updated Oct 23, 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 1,849 4,687 65 43 Updated Oct 23, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 60 431 13 1 Updated Oct 23, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 75 650 16 14 Updated Oct 23, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 558 5,722 40 (1 issue needs help) 2 Updated Oct 22, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 21 128 20 12 Updated Oct 23, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 125 23 7 Updated Oct 23, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 550 881 79 (1 issue needs help) 9 Updated Oct 23, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 107 574 44 21 Updated Oct 22, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 16 99 0 1 Updated Oct 22, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 855 2,460 236 151 Updated Oct 22, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 39 154 1 15 Updated Oct 22, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,989 3,937 1 29 Updated Oct 23, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 360 1,197 163 38 Updated Oct 23, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 355 803 25 23 Updated Oct 22, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 141 735 6 1 Updated Oct 22, 2020

• mlir-hlo
  C++ 7 31 2 0 Updated Oct 22, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 324 1,313 36 3 Updated Oct 22, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,572 66,817 845 (3 issues need help) 134 Updated Oct 23, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,698 10,500 537 5 Updated Oct 22, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,636 4,720 0 13 Updated Oct 22, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 334 2,113 72 (1 issue needs help) 0 Updated Oct 22, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 176 835 33 5 Updated Oct 22, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 199 1,003 13 7 Updated Oct 22, 2020