tensorflow

Repositories

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,779 8,972 1 64 Updated May 18, 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 36 140 10 50 Updated May 17, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 444 1,421 216 45 Updated May 17, 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 84,695 155,852 3,740 (2 issues need help) 200 Updated May 17, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 366 1,519 46 34 Updated May 17, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,182 69,928 1,009 (2 issues need help) 168 Updated May 18, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 190 869 23 8 Updated May 17, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 219 1,055 18 10 Updated May 17, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 103 543 33 6 Updated May 17, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 59 198 0 14 Updated May 17, 2021

• tfx-bsl

  Common code for TFX
  Python 20 34 3 5 Updated May 18, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,393 5,485 506 49 Updated May 17, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 90 736 20 47 Updated May 17, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 888 3,306 402 (1 issue needs help) 58 Updated May 17, 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 52 242 43 5 Updated May 17, 2021

• 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 1,512 2,807 33 0 Updated May 17, 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 1,507 15,074 454 (8 issues need help) 92 Updated May 17, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 78 521 24 2 Updated May 18, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 358 2,226 84 (1 issue needs help) 0 Updated May 17, 2021

• metadata

  Utilities for passing TensorFlow-related metadata between tools
  Python Apache-2.0 32 64 6 1 Updated May 17, 2021

• java-ndarray
  Java Apache-2.0 3 9 0 1 Updated May 17, 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 5 15 20 2 Updated May 17, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 77 329 74 26 Updated May 17, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,058 4,930 0 58 Updated May 17, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 297 1,204 58 (1 issue needs help) 10 Updated May 17, 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 1,976 5,028 78 17 Updated May 17, 2021

• mlir-hlo
  MLIR 14 81 5 0 Updated May 17, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,426 4,556 1 24 Updated May 17, 2021

• io

  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 163 456 129 (2 issues need help) 6 Updated May 17, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 155 814 5 0 Updated May 17, 2021