tensorflow

Repositories

• java

  Java bindings for TensorFlow
  Java Apache-2.0 55 219 30 7 Updated Dec 7, 2020

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 376 832 30 29 Updated Dec 7, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 371 1,239 172 42 Updated Dec 7, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 126 24 17 Updated Dec 6, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 148 592 45 (19 issues need help) 8 Updated Dec 7, 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-2.0 397 1,112 123 (32 issues need help) 46 Updated Dec 7, 2020

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 19 130 0 4 Updated Dec 6, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,396 7,844 1 51 Updated Dec 6, 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 1,882 4,767 60 14 Updated Dec 6, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,032 67,522 883 (3 issues need help) 143 Updated Dec 7, 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 83,427 151,148 3,974 (2 issues need help) 214 Updated Dec 7, 2020

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 441 1,704 91 8 Updated Dec 6, 2020

• tensor2tensor

  Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

  machine-learning reinforcement-learning deep-learning machine-translation tpu
  Python Apache-2.0 2,737 10,656 544 7 Updated Dec 6, 2020

• mlir-hlo
  C++ 8 38 3 0 Updated Dec 6, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 836 3,150 368 (1 issue needs help) 51 Updated Dec 5, 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 17 63 10 22 Updated Dec 5, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 331 1,365 40 6 Updated Dec 5, 2020

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 138 384 1 1 Updated Dec 5, 2020

• transform

  Input pipeline framework
  Python Apache-2.0 178 838 32 6 Updated Dec 5, 2020

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,460 4,008 193 25 Updated Dec 5, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 82 668 21 28 Updated Dec 5, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,322 5,064 489 54 Updated Dec 5, 2020

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 98 414 3 3 Updated Dec 5, 2020

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 63 636 14 1 Updated Dec 5, 2020

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 144 749 5 3 Updated Dec 5, 2020

• networking

  Enhanced networking support for TensorFlow. Maintained by SIG-networking.
  C++ 21 66 7 3 Updated Dec 5, 2020

• 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 2 7 0 4 Updated Dec 5, 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-2.0 213 929 62 19 Updated Dec 5, 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-2.0 568 3,987 61 (1 issue needs help) 11 Updated Dec 5, 2020

• lattice

  Lattice methods in TensorFlow
  Python Apache-2.0 77 447 6 1 Updated Dec 5, 2020