tensorflow

Repositories

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 195 980 12 8 Updated Sep 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 82,640 148,267 3,752 (5 issues need help) 199 Updated Sep 11, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 346 1,147 143 57 Updated Sep 11, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,277 4,825 480 53 Updated Sep 11, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 327 2,097 68 (1 issue needs help) 0 Updated Sep 11, 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-2.0 364 996 112 (32 issues need help) 45 Updated Sep 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 1,835 4,616 68 41 Updated Sep 11, 2020

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 18 119 15 10 Updated Sep 11, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,184 66,013 871 (3 issues need help) 134 Updated Sep 11, 2020

• docs-l10n

  Community translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 243 144 0 45 Updated Sep 11, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 55 121 22 10 Updated Sep 11, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Swift Apache-2.0 141 566 43 (18 issues need help) 10 Updated Sep 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-2.0 800 3,055 333 (1 issue needs help) 38 Updated Sep 11, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 52 412 8 2 Updated Sep 11, 2020

• swift-apis

  Swift for TensorFlow Deep Learning Library

  swift deep-learning tensorflow differentiable-programming
  Swift Apache-2.0 130 704 72 (12 issues need help) 5 Updated Sep 11, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,396 3,811 175 22 Updated Sep 11, 2020

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 538 5,668 35 (1 issue needs help) 0 Updated Sep 11, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 3,885 3,772 1 36 Updated Sep 11, 2020

• mlir-hlo
  C++ 3 18 2 0 Updated Sep 11, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 312 1,248 30 3 Updated Sep 11, 2020

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 13 23 1 5 Updated Sep 11, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 198 991 43 (1 issue needs help) 7 Updated Sep 11, 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 5 42 3 21 Updated Sep 11, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 3,817 3,831 0 49 Updated Sep 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-2.0 201 882 46 17 Updated Sep 11, 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
  Jupyter Notebook Apache-2.0 26 155 30 3 Updated Sep 10, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 69 627 16 14 Updated Sep 10, 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 1,300 13,874 402 (8 issues need help) 83 Updated Sep 10, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 92 479 35 3 Updated Sep 10, 2020

• lucid

  A collection of infrastructure and tools for research in neural network interpretability.

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 548 3,862 58 (1 issue needs help) 11 Updated Sep 10, 2020