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 85,228 157,853 3,378 (1 issue needs help) 168 Updated Aug 1, 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 5,136 81 18 Updated Aug 1, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,957 9,549 1 72 Updated Jul 31, 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 1,084 2,915 296 195 Updated Jul 31, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 183 1,075 58 28 Updated Jul 31, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 82 373 88 25 Updated Jul 31, 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 49 184 13 3 Updated Jul 31, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 451 969 33 37 Updated Jul 31, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 76 155 29 26 Updated Jul 31, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,602 70,795 1,047 (2 issues need help) 164 Updated Jul 31, 2021

• java-ndarray
  Java Apache-2.0 4 17 0 1 Updated Jul 31, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 115 780 23 34 Updated Jul 31, 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 50 168 19 60 Updated Jul 31, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 430 337 0 5 Updated Jul 31, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 222 1,080 15 10 Updated Jul 31, 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 11 Updated Jul 31, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,414 5,583 508 44 Updated Jul 31, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 364 2,267 85 (1 issue needs help) 0 Updated Jul 31, 2021

• mlir-hlo
  C++ 19 95 7 0 Updated Jul 31, 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 1,562 15,339 494 (8 issues need help) 105 Updated Jul 31, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 81 550 30 3 Updated Jul 31, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 386 1,579 48 54 Updated Jul 31, 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 3,398 426 (1 issue needs help) 57 Updated Jul 31, 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 1,983 102 (2 issues need help) 10 Updated Jul 31, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 471 1,540 214 15 Updated Jul 30, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,545 4,720 1 6 Updated Jul 31, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 174 479 136 (2 issues need help) 2 Updated Jul 30, 2021

• tfhub.dev
  Python Apache-2.0 21 26 0 1 Updated Jul 30, 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 54 299 47 7 Updated Jul 30, 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 1,542 2,897 7 1 Updated Jul 30, 2021