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 85,001 156,936 3,497 (1 issue needs help) 173 Updated Jun 25, 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 1,068 2,888 286 189 Updated Jun 25, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 380 1,544 49 66 Updated Jun 25, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 40 73 20 17 Updated Jun 25, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 81 348 82 21 Updated Jun 25, 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 1,994 5,095 80 16 Updated Jun 25, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 81 537 29 2 Updated Jun 25, 2021

• mlir-hlo
  C++ 16 87 5 0 Updated Jun 25, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,403 70,360 1,037 (2 issues need help) 175 Updated Jun 25, 2021

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 61 256 14 (4 issues need help) 8 Updated Jun 25, 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 1,531 15,214 478 (9 issues need help) 89 Updated Jun 25, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,248 5,092 0 64 Updated Jun 25, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 309 1,246 59 (1 issue needs help) 7 Updated Jun 25, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 169 469 136 (2 issues need help) 5 Updated Jun 25, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,403 5,541 507 47 Updated Jun 25, 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-2.0 247 1,063 65 20 Updated Jun 25, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 459 1,488 215 28 Updated Jun 25, 2021

• 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 1,526 2,863 6 2 Updated Jun 25, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,879 9,296 1 68 Updated Jun 25, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 904 3,362 418 (1 issue needs help) 62 Updated Jun 25, 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 40 152 17 53 Updated Jun 25, 2021

• tfhub.dev
  Python Apache-2.0 18 21 0 1 Updated Jun 25, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 419 321 0 5 Updated Jun 25, 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-2.0 520 1,940 98 (2 issues need help) 8 Updated Jun 25, 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
  Cuda Apache-2.0 39 149 9 0 Updated Jun 25, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 361 2,248 85 (1 issue needs help) 0 Updated Jun 25, 2021

• 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
  Python Apache-2.0 53 285 46 7 Updated Jun 24, 2021

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 269 3,139 31 (3 issues need help) 5 Updated Jun 25, 2021

• tfx-bsl

  Common code for TFX
  Python 21 34 4 6 Updated Jun 25, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 36 212 33 6 Updated Jun 25, 2021