tensorflow

Repositories

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,581 70,770 1,048 (2 issues need help) 165 Updated Jul 29, 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 85,197 157,772 3,369 (1 issue needs help) 178 Updated Jul 29, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,539 4,714 1 7 Updated Jul 29, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,414 5,577 507 43 Updated Jul 29, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,944 9,527 1 72 Updated Jul 29, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 36 216 36 6 Updated Jul 28, 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 1,558 15,333 496 (8 issues need help) 104 Updated Jul 29, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 74 149 27 24 Updated Jul 29, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 548 28 2 Updated Jul 29, 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 20 58 Updated Jul 29, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 471 1,535 212 15 Updated Jul 29, 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-2.0 488 1,338 166 (30 issues need help) 59 Updated Jul 29, 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 54 298 47 8 Updated Jul 29, 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 2,007 5,130 80 18 Updated Jul 29, 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 1,082 2,916 293 194 Updated Jul 29, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 115 777 23 37 Updated Jul 29, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 386 1,576 48 53 Updated Jul 29, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 192 879 20 8 Updated Jul 29, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 105 566 33 6 Updated Jul 28, 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 28, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 222 1,080 15 10 Updated Jul 28, 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 3,396 425 (1 issue needs help) 60 Updated Jul 28, 2021

• mlir-hlo
  C++ 19 91 7 0 Updated Jul 28, 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-2.0 542 1,982 102 (2 issues need help) 10 Updated Jul 28, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 363 2,265 86 (1 issue needs help) 0 Updated Jul 28, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 316 1,460 53 7 Updated Jul 29, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 183 1,074 58 27 Updated Jul 28, 2021

• tfx-bsl

  Common code for TFX
  Python 20 35 4 5 Updated Jul 28, 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 1,540 2,893 8 1 Updated Jul 28, 2021

• tfhub.dev
  Python Apache-2.0 21 26 0 1 Updated Jul 28, 2021