tensorflow

Repositories

• 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 83,317 150,762 3,954 (2 issues need help) 202 Updated Nov 24, 2020

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,315 5,043 487 58 Updated Nov 24, 2020

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 370 1,229 169 53 Updated Nov 24, 2020

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 135 378 105 (2 issues need help) 2 Updated Nov 24, 2020

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 79 660 20 23 Updated Nov 24, 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-2.0 396 1,094 115 (30 issues need help) 41 Updated Nov 24, 2020

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 62 443 14 1 Updated Nov 24, 2020

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,174 4,210 0 40 Updated Nov 24, 2020

• tfhub.dev
  Python Apache-2.0 5 8 0 2 Updated Nov 24, 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 1,872 4,746 63 25 Updated Nov 24, 2020

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 147 586 44 (19 issues need help) 10 Updated Nov 24, 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 1,351 14,261 446 (8 issues need help) 94 Updated Nov 24, 2020

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 828 3,134 367 (1 issue needs help) 51 Updated Nov 24, 2020

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 42,914 67,295 877 (3 issues need help) 139 Updated Nov 24, 2020

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 302 195 0 3 Updated Nov 24, 2020

• federated

  A framework for implementing federated learning
  Python Apache-2.0 328 1,356 38 4 Updated Nov 24, 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 16 59 10 25 Updated Nov 24, 2020

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,063 4,044 1 14 Updated Nov 24, 2020

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 336 2,146 73 (1 issue needs help) 0 Updated Nov 23, 2020

• datasets

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

  data machine-learning tensorflow datasets
  Python Apache-2.0 888 2,531 237 146 Updated Nov 23, 2020

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 201 1,006 14 8 Updated Nov 23, 2020

• mlir-hlo
  C++ 8 35 3 0 Updated Nov 23, 2020

• ngraph-bridge

  TensorFlow-nGraph bridge
  C++ Apache-2.0 57 128 23 15 Updated Nov 23, 2020

• toolchains

  Bazel toolchain configurations used across TensorFlow ecosystem
  Starlark Apache-2.0 1 2 0 0 Updated Nov 23, 2020

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,345 7,713 1 52 Updated Nov 23, 2020

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 215 1,046 49 (1 issue needs help) 7 Updated Nov 23, 2020

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 98 494 36 3 Updated Nov 23, 2020

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Python Apache-2.0 43 158 1 12 Updated Nov 23, 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-2.0 210 927 57 18 Updated Nov 23, 2020

• tfjs-examples

  Examples built with TensorFlow.js
  JavaScript Apache-2.0 1,660 4,793 0 13 Updated Nov 23, 2020