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 84,577 155,528 3,828 (2 issues need help) 188 Updated May 3, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 166 1,000 54 21 Updated May 3, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 440 1,411 208 54 Updated May 3, 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 1,022 2,805 272 180 Updated May 3, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 882 3,290 401 (1 issue needs help) 61 Updated May 3, 2021

• tfhub.dev
  Python Apache-2.0 16 17 1 0 Updated May 3, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 159 449 126 (2 issues need help) 2 Updated May 3, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 75 321 69 24 Updated May 3, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 3 21 3 2 Updated May 3, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 76 515 21 2 Updated May 3, 2021

• mlir-hlo
  MLIR 12 71 5 0 Updated May 3, 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 1,967 5,005 75 17 Updated May 3, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 286 2,452 59 (4 issues need help) 47 Updated May 3, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 290 1,194 58 (1 issue needs help) 14 Updated May 3, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 356 2,220 82 (1 issue needs help) 0 Updated May 3, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 88 731 17 30 Updated May 3, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,997 4,881 0 55 Updated May 3, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,100 69,747 1,000 (2 issues need help) 168 Updated May 3, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 101 538 31 5 Updated May 3, 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 1,493 15,020 468 (8 issues need help) 99 Updated May 3, 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-2.0 455 1,271 150 (28 issues need help) 52 Updated May 3, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 97 805 57 3 Updated May 2, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 394 284 0 0 Updated May 2, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,395 4,512 1 31 Updated May 2, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,749 8,909 1 64 Updated May 1, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,393 5,476 504 49 Updated May 1, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 152 811 5 0 Updated May 1, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 364 1,506 45 29 Updated Apr 30, 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-2.0 497 1,884 96 (3 issues need help) 8 Updated Apr 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 50 235 42 3 Updated Apr 30, 2021