tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 368 1,214 164 45 Updated Nov 12, 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 1,341 14,196 442 (8 issues need help) 82 Updated Nov 13, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 337 2,135 73 (1 issue needs help) 0 Updated Nov 12, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 582 44 (19 issues need help) 12 Updated Nov 13, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 326 1,344 37 4 Updated Nov 13, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 822 3,121 361 (1 issue needs help) 52 Updated Nov 12, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 137 729 73 (12 issues need help) 5 Updated Nov 12, 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 83,213 150,063 3,893 (3 issues need help) 184 Updated Nov 13, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 365 817 28 23 Updated Nov 12, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 142 747 5 2 Updated Nov 12, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 56 127 23 12 Updated Nov 12, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 870 2,507 232 145 Updated Nov 12, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,312 5,029 488 61 Updated Nov 13, 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 1,866 4,733 64 47 Updated Nov 12, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,809 67,104 868 (3 issues need help) 139 Updated Nov 12, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 61 435 13 1 Updated Nov 12, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 133 373 104 (2 issues need help) 2 Updated Nov 12, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 80 40 0 9 Updated Nov 12, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 201 1,005 14 8 Updated Nov 12, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 41 158 1 15 Updated Nov 12, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 177 837 32 5 Updated Nov 12, 2020

• mlir-hlo
  C++ 8 34 2 0 Updated Nov 12, 2020

• haskell

  Haskell bindings for TensorFlow
  Haskell Apache-2.0 186 1,359 31 1 Updated Nov 12, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 109 582 46 19 Updated Nov 12, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 563 5,760 39 (1 issue needs help) 0 Updated Nov 12, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 77 655 19 19 Updated Nov 12, 2020

• tfhub.dev
  Python Apache-2.0 1 6 0 0 Updated Nov 12, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 49 200 22 5 Updated Nov 12, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 264 1,247 36 6 Updated Nov 12, 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-2.0 208 926 55 17 Updated Nov 12, 2020