tensorflow

Repositories

• 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 19 1 16 Updated Jul 23, 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 1,246 13,615 392 (8 issues need help) 74 Updated Jul 23, 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 82,115 146,712 3,582 (5 issues need help) 210 Updated Jul 23, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 327 1,086 119 242 Updated Jul 23, 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-2.0 316 937 108 (34 issues need help) 43 Updated Jul 23, 2020

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 235 1,166 22 4 Updated Jul 23, 2020

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 243 2,251 45 (4 issues need help) 31 Updated Jul 23, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,753 3,621 1 24 Updated Jul 23, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 321 2,041 67 (1 issue needs help) 0 Updated Jul 23, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,705 65,203 817 (3 issues need help) 117 Updated Jul 23, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 54 112 25 15 Updated Jul 23, 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 1,799 4,517 72 39 Updated Jul 23, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 113 337 103 (2 issues need help) 5 Updated Jul 23, 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 16 96 19 2 Updated Jul 23, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,240 4,758 472 58 Updated Jul 23, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 292 1,169 24 3 Updated Jul 23, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 43 384 9 1 Updated Jul 23, 2020

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 27 52 3 1 Updated Jul 23, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 183 941 31 5 Updated Jul 23, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 131 549 41 (18 issues need help) 12 Updated Jul 23, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 716 2,236 208 (2 issues need help) 159 Updated Jul 23, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 15 93 13 7 Updated Jul 23, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 133 693 68 (11 issues need help) 3 Updated Jul 23, 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 2,981 314 (1 issue needs help) 30 Updated Jul 23, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 66 606 12 16 Updated Jul 23, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 25 94 9 2 Updated Jul 23, 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-2.0 187 856 39 13 Updated Jul 23, 2020

• estimator

  TensorFlow Estimator
  Python Apache-2.0 134 179 7 5 Updated Jul 23, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 192 971 12 7 Updated Jul 23, 2020

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 94 523 34 11 Updated Jul 22, 2020