tensorflow

Repositories

• 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 1,823 4,586 71 40 Updated Aug 24, 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 82,508 147,734 3,740 (5 issues need help) 211 Updated Aug 24, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 174 827 33 5 Updated Aug 24, 2020

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 71 39 0 2 Updated Aug 24, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 389 1,554 104 6 Updated Aug 24, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 792 3,032 330 (1 issue needs help) 39 Updated Aug 24, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 98 547 39 15 Updated Aug 24, 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 1,283 13,789 397 (8 issues need help) 78 Updated Aug 24, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,742 3,750 0 47 Updated Aug 24, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 28 110 11 5 Updated Aug 24, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 115 25 9 Updated Aug 24, 2020

• mlir-hlo
  C++ 2 13 0 0 Updated Aug 25, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 339 1,129 133 67 Updated Aug 24, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,027 65,745 856 (3 issues need help) 126 Updated Aug 24, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 767 2,310 200 (2 issues need help) 146 Updated Aug 24, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,266 4,799 475 62 Updated Aug 24, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 542 5,651 36 (1 issue needs help) 1 Updated Aug 24, 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-2.0 200 877 43 15 Updated Aug 24, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 192 976 11 7 Updated Aug 24, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,084 6,948 1 48 Updated Aug 24, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 622 15 13 Updated Aug 24, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 195 976 43 (1 issue needs help) 6 Updated Aug 24, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 251 2,290 51 (4 issues need help) 28 Updated Aug 24, 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-2.0 345 979 118 (32 issues need help) 43 Updated Aug 24, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,638 10,333 525 3 Updated Aug 24, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 123 693 3 1 Updated Aug 24, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 327 2,080 67 (1 issue needs help) 0 Updated Aug 24, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 14 20 1 5 Updated Aug 24, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,840 3,730 1 30 Updated Aug 23, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,597 4,590 0 15 Updated Aug 23, 2020