tensorflow

Repositories

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 80 665 21 24 Updated Dec 4, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 369 1,234 171 44 Updated Dec 4, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 136 733 73 (12 issues need help) 5 Updated Dec 4, 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 1,881 4,760 59 15 Updated Dec 4, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 128 24 14 Updated Dec 4, 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 83,404 151,088 3,987 (2 issues need help) 209 Updated Dec 4, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 136 379 105 (2 issues need help) 4 Updated Dec 4, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 834 3,149 368 (1 issue needs help) 49 Updated Dec 4, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 202 1,006 14 8 Updated Dec 4, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 451 13 1 Updated Dec 4, 2020

• mlir-hlo
  C++ 8 37 3 0 Updated Dec 4, 2020

• model-remediation

  Model Remediation is a library that provides solutions for machine learning practitioners working to create and train models in a way that reduces or eliminates user harm resulting from underlying performance biases.

  machine-learning tensorflow
  Python Apache-2.0 1 7 0 2 Updated Dec 4, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 109 591 49 18 Updated Dec 4, 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 41 205 37 5 Updated Dec 4, 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-2.0 211 929 62 18 Updated Dec 4, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 330 1,364 40 5 Updated Dec 3, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,007 67,479 885 (3 issues need help) 141 Updated Dec 3, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 338 2,155 74 (1 issue needs help) 0 Updated Dec 3, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 896 2,550 239 156 Updated Dec 3, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 375 830 30 28 Updated Dec 3, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,323 5,058 490 53 Updated Dec 3, 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 1,364 14,316 449 (8 issues need help) 95 Updated Dec 3, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 440 1,702 91 7 Updated Dec 4, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 148 592 45 (19 issues need help) 9 Updated Dec 3, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 98 495 38 3 Updated Dec 3, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,391 7,823 1 51 Updated Dec 3, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 17 27 2 5 Updated Dec 3, 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-2.0 396 1,108 121 (32 issues need help) 44 Updated Dec 3, 2020

• tfhub.dev
  Python Apache-2.0 5 9 0 1 Updated Dec 3, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 54 218 29 6 Updated Dec 3, 2020