tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 959 2,662 240 159 Updated Feb 9, 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 83,958 153,117 3,769 (2 issues need help) 212 Updated Feb 9, 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 4,865 64 13 Updated Feb 9, 2021

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 464 1,788 96 8 Updated Feb 9, 2021

• 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-2.0 227 968 66 21 Updated Feb 9, 2021

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 347 1,193 47 7 Updated Feb 9, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 393 1,314 187 43 Updated Feb 9, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 66 274 39 17 Updated Feb 9, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,552 8,347 1 61 Updated Feb 9, 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 24 98 7 24 Updated Feb 9, 2021

• haskell

  Haskell bindings for TensorFlow
  Haskell Apache-2.0 189 1,383 33 1 Updated Feb 9, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,359 5,148 489 50 Updated Feb 9, 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 47 226 41 8 Updated Feb 9, 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 1,410 14,641 480 (8 issues need help) 90 Updated Feb 9, 2021

• tfhub.dev
  Python Apache-2.0 12 13 0 0 Updated Feb 9, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,472 68,592 939 (2 issues need help) 157 Updated Feb 9, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 347 244 0 0 Updated Feb 9, 2021

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 147 413 109 (2 issues need help) 4 Updated Feb 9, 2021

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 59 130 24 11 Updated Feb 9, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 254 1,115 51 (1 issue needs help) 10 Updated Feb 9, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,197 75 (1 issue needs help) 0 Updated Feb 9, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 343 1,426 47 15 Updated Feb 9, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 133 757 53 24 Updated Feb 9, 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 10 0 5 Updated Feb 9, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 68 479 15 1 Updated Feb 9, 2021

• mlir-hlo
  C++ 10 48 4 0 Updated Feb 9, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 848 3,226 386 (1 issue needs help) 50 Updated Feb 9, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,229 4,303 1 27 Updated Feb 8, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 31 61 4 1 Updated Feb 8, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 184 854 32 7 Updated Feb 8, 2021