tensorflow

Repositories

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 184 962 10 6 Updated Jun 16, 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 81,645 145,552 3,495 (6 issues need help) 202 Updated Jun 16, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 40 368 6 0 Updated Jun 16, 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-2.0 173 819 33 19 Updated Jun 16, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,233 4,698 457 52 Updated Jun 16, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 765 2,924 297 (1 issue needs help) 34 Updated Jun 16, 2020

• cloud
  Python Apache-2.0 5 25 1 4 Updated Jun 16, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 132 686 67 (12 issues need help) 10 Updated Jun 15, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 316 2,012 64 (1 issue needs help) 0 Updated Jun 16, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,200 64,426 858 (3 issues need help) 100 Updated Jun 16, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 306 1,047 94 213 Updated Jun 16, 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-2.0 290 884 106 (34 issues need help) 43 Updated Jun 16, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 342 1,434 88 7 Updated Jun 16, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 307 728 14 16 Updated Jun 16, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 52 106 23 22 Updated Jun 16, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 650 2,121 198 (2 issues need help) 154 Updated Jun 16, 2020

• java-models

  Models in Java
  Java 5 12 6 2 Updated Jun 16, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 65 596 15 (1 issue needs help) 18 Updated Jun 16, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 269 1,089 18 4 Updated Jun 16, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 70 38 0 4 Updated Jun 16, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 165 891 32 5 Updated Jun 16, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 128 526 43 (17 issues need help) 8 Updated Jun 15, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,622 3,473 1 22 Updated Jun 16, 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 1,212 13,417 369 (8 issues need help) 59 Updated Jun 16, 2020

• lattice

  Lattice methods in TensorFlow
  Python Apache-2.0 73 427 3 0 Updated Jun 15, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 26 48 3 1 Updated Jun 15, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 11 72 11 4 Updated Jun 15, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 110 663 2 1 Updated Jun 15, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 231 2,203 39 (4 issues need help) 17 Updated Jun 15, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 29 117 3 6 Updated Jun 15, 2020