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 85,169 157,696 3,392 (1 issue needs help) 189 Updated Jul 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 1,081 2,911 293 199 Updated Jul 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 48 162 18 62 Updated Jul 26, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,551 70,713 1,044 (2 issues need help) 167 Updated Jul 25, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 171 475 139 (2 issues need help) 3 Updated Jul 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 1,554 15,313 489 (8 issues need help) 102 Updated Jul 25, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,349 5,172 0 66 Updated Jul 24, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 909 3,394 424 (1 issue needs help) 60 Updated Jul 25, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 384 1,573 48 51 Updated Jul 24, 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 47 182 12 5 Updated Jul 24, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 69 135 29 27 Updated Jul 24, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 426 333 0 5 Updated Jul 24, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 471 1,527 210 21 Updated Jul 24, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 318 1,266 61 (1 issue needs help) 9 Updated Jul 24, 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 1,535 2,886 8 1 Updated Jul 24, 2021

• mlir-hlo
  C++ 19 88 7 0 Updated Jul 24, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 362 2,264 85 (1 issue needs help) 0 Updated Jul 24, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 114 772 23 42 Updated Jul 24, 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 54 297 47 7 Updated Jul 23, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,412 5,574 507 41 Updated Jul 23, 2021

• tfx-addons

  TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

  python machine-learning neural-network tensorflow tfx mlops special-interest-group
  Jupyter Notebook Apache-2.0 19 29 24 4 Updated Jul 24, 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 2,008 5,124 81 18 Updated Jul 23, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 124 932 78 7 Updated Jul 23, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 545 28 2 Updated Jul 24, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 83 48 0 9 Updated Jul 23, 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-2.0 486 1,336 164 (30 issues need help) 59 Updated Jul 23, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 30 205 4 10 Updated Jul 23, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 105 565 32 6 Updated Jul 24, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 192 881 20 8 Updated Jul 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-2.0 541 1,975 103 (2 issues need help) 10 Updated Jul 23, 2021