tensorflow

Repositories

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 151 420 109 (2 issues need help) 5 Updated Mar 3, 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 84,123 153,682 3,804 (2 issues need help) 227 Updated Mar 3, 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 26 106 8 31 Updated Mar 3, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 976 2,693 247 163 Updated Mar 3, 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 1,432 14,726 481 (8 issues need help) 91 Updated Mar 3, 2021

• addons

  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

  python machine-learning deep-learning neural-network tensorflow tensorflow-addons
  Python Apache-2.0 428 1,214 135 (27 issues need help) 46 Updated Mar 3, 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-2.0 231 978 74 24 Updated Mar 3, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,681 4,658 0 48 Updated Mar 3, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 407 1,339 196 28 Updated Mar 3, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 356 251 0 9 Updated Mar 3, 2021

• agents

  TF-Agents is a library for Reinforcement Learning in TensorFlow

  reinforcement-learning tensorflow
  Python Apache-2.0 474 1,816 106 6 Updated Mar 3, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,202 76 (1 issue needs help) 0 Updated Mar 3, 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 47 228 41 2 Updated Mar 3, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 150 785 3 0 Updated Mar 3, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 69 485 15 1 Updated Mar 3, 2021

• mlir-hlo
  MLIR 11 53 5 0 Updated Mar 3, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 212 1,041 17 9 Updated Mar 3, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,365 5,178 493 47 Updated Mar 3, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 349 1,449 44 19 Updated Mar 3, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 161 448 0 0 Updated Mar 3, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,643 68,898 939 (2 issues need help) 158 Updated Mar 3, 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 1,930 4,895 69 16 Updated Mar 2, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 859 3,242 367 (1 issue needs help) 54 Updated Mar 3, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,275 4,355 1 41 Updated Mar 3, 2021

• toolchains

  Bazel toolchain configurations used across TensorFlow ecosystem
  Starlark Apache-2.0 3 3 0 0 Updated Mar 2, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 27 169 3 10 Updated Mar 2, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 156 886 53 24 Updated Mar 2, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 402 895 35 31 Updated Mar 2, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 262 1,139 55 (1 issue needs help) 12 Updated Mar 2, 2021

• swift-models

  Models and examples built with Swift for TensorFlow
  Jupyter Notebook Apache-2.0 152 616 45 (19 issues need help) 1 Updated Mar 2, 2021