tensorflow

Repositories

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 270 1,160 58 (1 issue needs help) 10 Updated Mar 19, 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 84,269 154,136 3,819 (2 issues need help) 203 Updated Mar 19, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 415 1,363 204 42 Updated Mar 19, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,754 69,154 953 (2 issues need help) 159 Updated Mar 19, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 164 458 0 0 Updated Mar 19, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 354 1,471 47 27 Updated Mar 19, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,763 4,720 0 51 Updated Mar 19, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,369 5,215 502 50 Updated Mar 19, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 405 907 35 29 Updated Mar 19, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 87 703 18 27 Updated Mar 19, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 71 298 48 17 Updated Mar 19, 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 47 229 41 3 Updated Mar 19, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 981 2,712 255 173 Updated Mar 19, 2021

• tfx-addons

  TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools for TFX. The projects are organized under the auspices of the special interest group, SIG TFX-Addons. Join the group at http://goo.gle/tfx-addons-group

  python machine-learning neural-network tensorflow tfx mlops special-interest-group
  Apache-2.0 1 4 0 0 Updated Mar 19, 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 1,943 4,933 71 16 Updated Mar 19, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 30 62 6 1 Updated Mar 19, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 150 790 3 0 Updated Mar 19, 2021

• java-ndarray
  Apache-2.0 0 1 0 0 Updated Mar 19, 2021

• recommenders

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

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 87 752 47 2 Updated Mar 19, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 212 1,046 17 9 Updated Mar 19, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 871 3,260 376 (1 issue needs help) 55 Updated Mar 19, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 100 531 35 4 Updated Mar 19, 2021

• tcav

  Code for the TCAV ML interpretability project

  machine-learning interpretability tcav
  Jupyter Notebook Apache-2.0 104 442 2 0 Updated Mar 19, 2021

• lucid

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

  visualization machine-learning tensorflow jupyter-notebook colab interpretability
  Jupyter Notebook Apache-2.0 592 4,123 60 (1 issue needs help) 5 Updated Mar 19, 2021

• recommenders-addons

  Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
  Python Apache-2.0 13 36 1 1 Updated Mar 19, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 70 498 15 1 Updated Mar 19, 2021

• mlir-hlo
  MLIR 11 55 5 0 Updated Mar 19, 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 30 115 7 40 Updated Mar 19, 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-2.0 233 993 74 24 Updated Mar 19, 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 1,454 14,801 482 (8 issues need help) 96 Updated Mar 19, 2021