tensorflow

Repositories

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,408 5,568 510 43 Updated Jul 21, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 383 1,569 48 52 Updated Jul 21, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 362 2,262 85 (1 issue needs help) 0 Updated Jul 21, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 469 1,519 212 27 Updated Jul 21, 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 1,548 15,300 484 (8 issues need help) 100 Updated Jul 21, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 426 330 0 5 Updated Jul 21, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 171 475 138 (2 issues need help) 4 Updated Jul 21, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,533 70,668 1,050 (2 issues need help) 167 Updated Jul 21, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 297 2,484 61 (4 issues need help) 58 Updated Jul 21, 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 85,158 157,583 3,396 (1 issue needs help) 172 Updated Jul 22, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 80 544 28 3 Updated Jul 21, 2021

• mlir-hlo
  C++ 19 88 7 0 Updated Jul 21, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,926 9,450 1 69 Updated Jul 21, 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-2.0 246 1,080 73 21 Updated Jul 21, 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 47 162 16 60 Updated Jul 21, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 66 126 30 29 Updated Jul 21, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 113 772 22 39 Updated Jul 21, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 908 3,391 422 (1 issue needs help) 59 Updated Jul 21, 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 1,079 2,909 294 192 Updated Jul 21, 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 1,972 102 (2 issues need help) 10 Updated Jul 21, 2021

• tfhub.dev
  Python Apache-2.0 19 21 0 2 Updated Jul 22, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,537 4,695 1 8 Updated Jul 21, 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 1,534 2,885 7 1 Updated Jul 21, 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 2,006 5,121 79 18 Updated Jul 21, 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 18 28 24 2 Updated Jul 21, 2021

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,580 4,387 229 29 Updated Jul 21, 2021

• decision-forests

  A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

  python machine-learning random-forest tensorflow keras ml decision-trees
  Python Apache-2.0 25 298 10 0 Updated Jul 21, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 182 1,069 58 25 Updated Jul 21, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 192 881 20 8 Updated Jul 21, 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 21, 2021