tensorflow

Repositories

• 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 83,379 151,019 4,003 (2 issues need help) 212 Updated Dec 2, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 831 3,146 369 (1 issue needs help) 50 Updated Dec 2, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 63 451 13 1 Updated Dec 2, 2020

• mlir-hlo
  C++ 8 37 3 0 Updated Dec 2, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 98 496 36 3 Updated Dec 2, 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 41 204 37 4 Updated Dec 1, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 329 1,363 40 4 Updated Dec 1, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 440 1,697 92 7 Updated Dec 1, 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 2, 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 1,362 14,295 448 (8 issues need help) 95 Updated Dec 1, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 369 1,233 168 48 Updated Dec 1, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,987 67,436 884 (3 issues need help) 141 Updated Dec 1, 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 1, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 372 829 30 28 Updated Dec 1, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,318 5,056 488 58 Updated Dec 1, 2020

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

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,088 4,068 1 17 Updated Dec 1, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 894 2,547 237 149 Updated Dec 1, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 177 838 33 5 Updated Dec 1, 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 1,877 4,755 60 25 Updated Dec 1, 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 16 60 9 19 Updated Dec 1, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 80 664 21 22 Updated Dec 1, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 22 147 17 12 Updated Dec 1, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,380 7,799 1 50 Updated Dec 1, 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 1, 2020

• model-analysis

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

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 590 45 (19 issues need help) 8 Updated Dec 1, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 569 5,800 42 (1 issue needs help) 1 Updated Dec 1, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 17 27 2 5 Updated Dec 1, 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 1,108 119 (32 issues need help) 42 Updated Dec 1, 2020