tensorflow

Repositories

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 231 2,195 37 (4 issues need help) 20 Updated Jun 11, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 161 889 32 6 Updated Jun 11, 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 1,286 2,402 45 8 Updated Jun 11, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 644 2,109 198 (2 issues need help) 153 Updated Jun 11, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 306 1,038 89 220 Updated Jun 11, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 65 594 14 (1 issue needs help) 18 Updated Jun 11, 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 81,597 145,385 3,491 (6 issues need help) 201 Updated Jun 11, 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 1,209 13,382 367 (8 issues need help) 60 Updated Jun 11, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 1,885 6,300 0 45 Updated Jun 11, 2020

• ecosystem

  Integration of TensorFlow with other open-source frameworks
  Scala Apache-2.0 323 1,089 40 5 Updated Jun 11, 2020

• cloud
  Python Apache-2.0 4 23 1 2 Updated Jun 11, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 41,138 64,345 867 (3 issues need help) 102 Updated Jun 11, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 316 2,008 64 (1 issue needs help) 0 Updated Jun 11, 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 1,771 4,435 64 39 Updated Jun 11, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 760 2,916 294 (1 issue needs help) 33 Updated Jun 11, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 40 365 6 0 Updated Jun 11, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 127 523 44 (17 issues need help) 10 Updated Jun 11, 2020

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  C++ Apache-2.0 106 328 101 (2 issues need help) 5 Updated Jun 11, 2020

• java

  Java bindings for TensorFlow
  Java Apache-2.0 22 72 6 2 Updated Jun 11, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 85 452 35 3 Updated Jun 11, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 184 961 9 6 Updated Jun 11, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 29 115 3 6 Updated Jun 11, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 131 683 66 (12 issues need help) 6 Updated Jun 11, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,604 3,455 1 22 Updated Jun 10, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 11 69 9 4 Updated Jun 11, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  Python Apache-2.0 1,233 4,693 455 55 Updated Jun 11, 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-2.0 170 813 35 18 Updated Jun 10, 2020

• benchmarks

  A benchmark framework for Tensorflow
  Python Apache-2.0 526 816 77 (1 issue needs help) 9 Updated Jun 10, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 107 657 2 1 Updated Jun 10, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 267 1,080 25 3 Updated Jun 10, 2020