tensorflow

Repositories

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 452 13 1 Updated Dec 8, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 370 1,239 173 38 Updated Dec 8, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 82 668 18 27 Updated Dec 8, 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 83,432 151,184 3,973 (2 issues need help) 213 Updated Dec 8, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 126 24 14 Updated Dec 8, 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 1,365 14,332 456 (8 issues need help) 100 Updated Dec 8, 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-2.0 399 1,114 121 (32 issues need help) 43 Updated Dec 8, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,324 5,066 488 56 Updated Dec 8, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 19 131 0 3 Updated Dec 8, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 835 3,150 371 (1 issue needs help) 50 Updated Dec 8, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,108 4,094 1 21 Updated Dec 8, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 901 2,554 239 157 Updated Dec 8, 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 1,884 4,770 60 14 Updated Dec 8, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 22 149 18 12 Updated Dec 8, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,045 67,535 885 (3 issues need help) 143 Updated Dec 7, 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 17 63 11 23 Updated Dec 8, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 136 735 73 (12 issues need help) 5 Updated Dec 8, 2020

• mlir-hlo
  C++ 8 38 3 0 Updated Dec 8, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 339 2,156 74 (1 issue needs help) 0 Updated Dec 8, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 441 1,708 90 6 Updated Dec 7, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 57 219 30 7 Updated Dec 8, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 330 1,367 39 6 Updated Dec 7, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 202 1,006 14 8 Updated Dec 7, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 149 592 45 (19 issues need help) 6 Updated Dec 7, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 221 1,058 49 (1 issue needs help) 5 Updated Dec 7, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 110 593 49 18 Updated Dec 7, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 376 835 30 29 Updated Dec 7, 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 1,426 2,643 44 2 Updated Dec 7, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 178 839 32 6 Updated Dec 7, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 570 5,811 42 (1 issue needs help) 0 Updated Dec 7, 2020