tensorflow

Repositories

• datasets

  TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

  data machine-learning tensorflow datasets
  Python Apache-2.0 833 2,426 229 148 Updated Oct 9, 2020

• 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 82,902 149,066 3,782 (3 issues need help) 194 Updated Oct 9, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 348 798 24 26 Updated Oct 9, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 813 3,082 346 (1 issue needs help) 57 Updated Oct 9, 2020

• 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 1,318 14,026 413 (8 issues need help) 80 Updated Oct 9, 2020

• mlir-hlo
  C++ 4 28 2 0 Updated Oct 9, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,216 7,311 1 49 Updated Oct 9, 2020

• 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 1,846 4,671 69 42 Updated Oct 9, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 128 360 113 (2 issues need help) 4 Updated Oct 9, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 73 643 18 13 Updated Oct 9, 2020

• 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 8 50 6 22 Updated Oct 9, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,290 4,973 488 57 Updated Oct 9, 2020

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 377 1,029 113 (32 issues need help) 43 Updated Oct 9, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 333 2,105 72 (1 issue needs help) 0 Updated Oct 9, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,953 3,883 1 24 Updated Oct 9, 2020

• 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 1,378 2,576 37 2 Updated Oct 9, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 267 161 0 2 Updated Oct 9, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,444 66,573 822 (3 issues need help) 135 Updated Oct 8, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 147 577 45 (19 issues need help) 12 Updated Oct 9, 2020

• 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-2.0 206 898 52 15 Updated Oct 9, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 124 23 7 Updated Oct 9, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 355 1,184 159 42 Updated Oct 9, 2020

• 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
  Jupyter Notebook Apache-2.0 29 180 31 7 Updated Oct 9, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 320 1,289 35 3 Updated Oct 9, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,624 4,692 0 14 Updated Oct 8, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 59 426 12 2 Updated Oct 8, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 138 721 6 3 Updated Oct 9, 2020

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 33 355 5 0 Updated Oct 9, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 33 137 17 6 Updated Oct 8, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 104 565 44 17 Updated Oct 9, 2020