tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 433 1,396 205 39 Updated Apr 23, 2021

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.

  tensorflow-recommenders-addons sig-recommenders
  Python Apache-2.0 22 93 7 2 Updated Apr 23, 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-2.0 242 1,030 62 18 Updated Apr 23, 2021

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,756 5,065 0 14 Updated Apr 23, 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 84,514 155,095 3,850 (2 issues need help) 179 Updated Apr 23, 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 1,962 4,992 70 16 Updated Apr 23, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 392 281 0 0 Updated Apr 23, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,943 4,845 0 53 Updated Apr 23, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,733 8,861 1 63 Updated Apr 23, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,054 69,624 998 (2 issues need help) 165 Updated Apr 23, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 75 515 18 1 Updated Apr 23, 2021

• mlir-hlo
  MLIR 11 65 5 0 Updated Apr 23, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 364 1,502 45 34 Updated Apr 23, 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 1,486 14,972 476 (8 issues need help) 96 Updated Apr 23, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,389 5,262 503 50 Updated Apr 23, 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 31 132 12 54 Updated Apr 23, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 355 2,218 82 (1 issue needs help) 0 Updated Apr 23, 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-2.0 496 1,874 96 (3 issues need help) 7 Updated Apr 23, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 2 16 3 1 Updated Apr 23, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 880 3,281 399 (1 issue needs help) 60 Updated Apr 23, 2021

• nmt

  TensorFlow Neural Machine Translation Tutorial
  Python Apache-2.0 1,924 5,814 247 21 Updated Apr 23, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 75 317 67 21 Updated Apr 23, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 33 202 32 4 Updated Apr 23, 2021

• tfjs-wechat

  WeChat Mini-program plugin for TensorFlow.js
  TypeScript 71 345 7 0 Updated Apr 22, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 78 45 0 3 Updated Apr 22, 2021

• mlir Archived

  "Multi-Level Intermediate Representation" Compiler Infrastructure
  261 1,656 49 (2 issues need help) 8 Updated Apr 23, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 87 719 17 28 Updated Apr 22, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,381 4,484 1 28 Updated Apr 22, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 187 865 31 8 Updated Apr 22, 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 1,011 2,780 269 174 Updated Apr 22, 2021