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 83,772 152,564 4,081 (2 issues need help) 215 Updated Jan 20, 2021

• 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-2.0 223 954 62 24 Updated Jan 20, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,350 68,389 918 (2 issues need help) 155 Updated Jan 20, 2021

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
  Python Apache-2.0 6 22 0 1 Updated Jan 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-2.0 418 1,170 127 (27 issues need help) 43 Updated Jan 20, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 383 1,292 180 32 Updated Jan 20, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 338 233 0 0 Updated Jan 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 1,911 4,828 64 13 Updated Jan 20, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,344 5,126 501 50 Updated Jan 20, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,190 75 (1 issue needs help) 0 Updated Jan 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 1,394 14,531 491 (8 issues need help) 92 Updated Jan 20, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 339 1,410 46 7 Updated Jan 20, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 146 406 106 (2 issues need help) 6 Updated Jan 20, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 383 866 31 30 Updated Jan 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-2.0 845 3,204 380 (1 issue needs help) 49 Updated Jan 20, 2021

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 59 130 24 12 Updated Jan 19, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 276 2,388 56 (4 issues need help) 43 Updated Jan 20, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,481 4,486 0 47 Updated Jan 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 22 77 4 21 Updated Jan 20, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,185 4,235 1 27 Updated Jan 20, 2021

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 948 2,627 237 153 Updated Jan 19, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 67 469 14 1 Updated Jan 19, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 157 205 7 6 Updated Jan 20, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 81 42 0 12 Updated Jan 20, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,492 8,185 1 64 Updated Jan 20, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 238 1,096 50 (1 issue needs help) 11 Updated Jan 19, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 181 849 33 6 Updated Jan 19, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 60 253 34 12 Updated Jan 19, 2021

• tfhub.dev
  Python Apache-2.0 12 13 0 0 Updated Jan 19, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 209 1,029 15 10 Updated Jan 19, 2021