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 82,782 148,738 3,761 (5 issues need help) 186 Updated Sep 26, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,336 66,356 802 (3 issues need help) 136 Updated Sep 26, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 254 153 0 0 Updated Sep 26, 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 1,842 4,649 64 42 Updated Sep 26, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 30 127 13 6 Updated Sep 26, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,915 3,822 1 37 Updated Sep 26, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 350 1,167 158 52 Updated Sep 26, 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 26 167 31 6 Updated Sep 26, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 816 2,397 230 (2 issues need help) 146 Updated Sep 26, 2020

• lucid

  A collection of infrastructure and tools for research in neural network interpretability.

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 553 3,883 58 (1 issue needs help) 12 Updated Sep 26, 2020

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 15 203 0 1 Updated Sep 26, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 328 2,103 73 (1 issue needs help) 0 Updated Sep 26, 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-2.0 372 1,020 110 (32 issues need help) 45 Updated Sep 26, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 197 986 13 8 Updated Sep 26, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 53 419 8 2 Updated Sep 25, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 122 22 7 Updated Sep 25, 2020

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 93 401 0 2 Updated Sep 25, 2020

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 56 225 13 (4 issues need help) 6 Updated Sep 25, 2020

• mlir-hlo
  C++ 3 28 2 0 Updated Sep 25, 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 1,312 13,961 406 (8 issues need help) 86 Updated Sep 25, 2020

• model-optimization

  A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

  machine-learning sparsity compression deep-learning tensorflow optimization keras
  Python Apache-2.0 203 894 51 18 Updated Sep 26, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 145 572 43 (18 issues need help) 14 Updated Sep 25, 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 7 46 4 20 Updated Sep 25, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 803 3,069 336 (1 issue needs help) 40 Updated Sep 25, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 125 357 112 (2 issues need help) 3 Updated Sep 25, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 19 123 19 13 Updated Sep 25, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 132 715 74 (12 issues need help) 3 Updated Sep 25, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,286 4,953 485 54 Updated Sep 25, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 261 2,311 50 (4 issues need help) 37 Updated Sep 25, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,891 3,893 0 38 Updated Sep 25, 2020