tensorflow

Repositories

• federated

  A framework for implementing federated learning
  Python Apache-2.0 344 1,436 46 20 Updated Feb 17, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 53 180 2 14 Updated Feb 17, 2021

• 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 84,012 153,305 3,796 (2 issues need help) 206 Updated Feb 17, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 397 1,323 188 40 Updated Feb 18, 2021

• 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 47 227 41 6 Updated Feb 18, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 69 481 15 1 Updated Feb 18, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,198 77 (1 issue needs help) 0 Updated Feb 17, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 26 173 28 0 Updated Feb 17, 2021

• 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 1,415 14,668 471 (8 issues need help) 99 Updated Feb 17, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 965 2,670 240 161 Updated Feb 17, 2021

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 101 437 2 1 Updated Feb 17, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 211 1,036 16 10 Updated Feb 17, 2021

• 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 6 11 0 5 Updated Feb 17, 2021

• 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 1,925 4,874 67 15 Updated Feb 17, 2021

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 138 754 60 (13 issues need help) 4 Updated Feb 17, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,563 8,397 1 63 Updated Feb 17, 2021

• tfjs-website

  WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
  CSS Apache-2.0 78 42 0 8 Updated Feb 17, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,365 5,157 494 47 Updated Feb 17, 2021

• tfjs-tsne
  TypeScript Apache-2.0 51 295 24 38 Updated Feb 17, 2021

• 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 25 100 9 25 Updated Feb 17, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 280 2,397 56 (4 issues need help) 36 Updated Feb 17, 2021

• moonlight

  Optical music recognition in TensorFlow
  Python Apache-2.0 58 243 14 (4 issues need help) 7 Updated Feb 17, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 351 247 0 0 Updated Feb 17, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,526 68,664 932 (2 issues need help) 160 Updated Feb 17, 2021

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 587 5,938 34 (1 issue needs help) 0 Updated Feb 17, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,625 4,594 0 46 Updated Feb 17, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 138 788 53 23 Updated Feb 17, 2021

• mlir-hlo
  MLIR 10 48 4 0 Updated Feb 17, 2021

• tfhub.dev
  Python Apache-2.0 12 13 0 0 Updated Feb 17, 2021

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 469 1,794 102 9 Updated Feb 17, 2021