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 83,883 152,950 4,096 (2 issues need help) 207 Updated Feb 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-2.0 954 2,651 237 160 Updated Feb 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 24 97 5 22 Updated Feb 3, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,214 4,276 1 27 Updated Feb 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 46 222 41 9 Updated Feb 3, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 341 239 0 0 Updated Feb 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 1,923 4,855 66 14 Updated Feb 3, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 24 156 2 9 Updated Feb 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 1,407 14,605 472 (8 issues need help) 88 Updated Feb 3, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 67 475 14 1 Updated Feb 3, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,195 76 (1 issue needs help) 0 Updated Feb 3, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 277 2,393 56 (4 issues need help) 37 Updated Feb 3, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,355 5,139 486 49 Updated Feb 3, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 391 1,302 180 40 Updated Feb 3, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,556 4,545 0 46 Updated Feb 3, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,440 68,525 926 (2 issues need help) 155 Updated Feb 3, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 147 412 109 (2 issues need help) 7 Updated Feb 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-2.0 226 965 65 22 Updated Feb 3, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 343 1,425 47 18 Updated Feb 3, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 390 872 33 33 Updated Feb 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-2.0 421 1,184 130 (27 issues need help) 46 Updated Feb 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-2.0 846 3,220 382 (1 issue needs help) 48 Updated Feb 3, 2021

• mlir-hlo
  C++ 10 48 4 0 Updated Feb 3, 2021

• swift

  Swift for TensorFlow

  machine-learning tensorflow differentiable-programming
  Jupyter Notebook Apache-2.0 583 5,881 34 (1 issue needs help) 1 Updated Feb 3, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 210 1,031 15 11 Updated Feb 3, 2021

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 19 28 2 6 Updated Feb 3, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 85 688 17 22 Updated Feb 2, 2021

• tpu

  Reference models and tools for Cloud TPUs.
  Jupyter Notebook Apache-2.0 1,493 4,114 208 27 Updated Feb 2, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 64 268 39 16 Updated Feb 2, 2021

• 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 5 10 0 6 Updated Feb 2, 2021