tensorflow

Repositories

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 327 1,081 111 243 Updated Jul 20, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 778 2,976 314 (1 issue needs help) 31 Updated Jul 20, 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 82,072 146,561 3,589 (5 issues need help) 222 Updated Jul 20, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 131 545 41 (18 issues need help) 13 Updated Jul 20, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 15 92 12 7 Updated Jul 20, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 370 1,499 92 7 Updated Jul 20, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 322 2,037 67 (1 issue needs help) 0 Updated Jul 20, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,642 65,120 800 (3 issues need help) 118 Updated Jul 19, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 112 336 100 (2 issues need help) 6 Updated Jul 19, 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 15 92 14 4 Updated Jul 19, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,739 3,601 1 22 Updated Jul 19, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,979 6,646 1 61 Updated Jul 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-2.0 310 932 107 (36 issues need help) 42 Updated Jul 19, 2020

• rust

  Rust language bindings for TensorFlow

  rust machine-learning tensorflow
  Rust Apache-2.0 215 2,565 27 (1 issue needs help) 3 Updated Jul 19, 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 1,798 4,510 70 39 Updated Jul 19, 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 1,242 13,591 391 (8 issues need help) 68 Updated Jul 19, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 709 2,226 210 (2 issues need help) 158 Updated Jul 19, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 182 937 33 3 Updated Jul 18, 2020

• 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 1,322 2,469 40 4 Updated Jul 18, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 133 691 69 (11 issues need help) 2 Updated Jul 18, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,241 4,751 470 57 Updated Jul 18, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 243 2,249 45 (4 issues need help) 28 Updated Jul 18, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 42 381 9 1 Updated Jul 18, 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 2,608 10,212 520 1 Updated Jul 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 3 14 0 15 Updated Jul 18, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 54 111 25 11 Updated Jul 18, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 288 1,159 19 3 Updated Jul 18, 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-2.0 187 850 39 16 Updated Jul 18, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 90 469 35 3 Updated Jul 17, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,561 3,570 0 45 Updated Jul 17, 2020