tensorflow

Repositories

• 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 1,427 2,655 43 3 Updated Dec 19, 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 83,537 151,667 4,012 (2 issues need help) 238 Updated Dec 19, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 65 460 13 1 Updated Dec 19, 2020

• mlir-hlo
  C++ 8 40 3 0 Updated Dec 19, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 916 2,570 241 156 Updated Dec 19, 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-2.0 408 1,127 113 (26 issues need help) 42 Updated Dec 19, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,146 67,688 892 (2 issues need help) 147 Updated Dec 19, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,330 5,089 496 52 Updated Dec 19, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 58 127 24 11 Updated Dec 19, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 837 3,166 374 (1 issue needs help) 49 Updated Dec 18, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 143 390 108 (2 issues need help) 6 Updated Dec 18, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 57 226 30 9 Updated Dec 18, 2020

• playground

  Play with neural networks!
  TypeScript Apache-2.0 2,099 9,579 68 21 Updated Dec 18, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 84 670 17 24 Updated Dec 18, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 228 1,076 50 (1 issue needs help) 7 Updated Dec 18, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 237 2,822 28 (1 issue needs help) 3 Updated Dec 18, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 334 1,380 41 12 Updated Dec 18, 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 17 64 12 21 Updated Dec 18, 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
  Python Apache-2.0 42 210 37 9 Updated Dec 18, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 372 1,261 173 33 Updated Dec 18, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,118 4,141 1 23 Updated Dec 18, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 738 73 (12 issues need help) 5 Updated Dec 18, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 80 40 0 11 Updated Dec 18, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 150 594 46 (19 issues need help) 4 Updated Dec 18, 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 1,374 14,367 460 (8 issues need help) 87 Updated Dec 17, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 442 1,724 94 4 Updated Dec 18, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 113 599 51 21 Updated Dec 17, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 20 137 0 6 Updated Dec 18, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 141 398 3 1 Updated Dec 18, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 340 2,170 74 (1 issue needs help) 0 Updated Dec 18, 2020