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 84,820 156,251 3,711 (2 issues need help) 210 Updated Jun 2, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 374 1,530 48 37 Updated Jun 2, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 451 1,458 218 40 Updated Jun 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-2.0 895 3,327 409 (1 issue needs help) 60 Updated Jun 2, 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 1,515 15,136 464 (9 issues need help) 93 Updated Jun 1, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 44,281 70,105 1,021 (2 issues need help) 169 Updated Jun 2, 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 1,981 5,052 78 16 Updated Jun 2, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 303 1,231 59 (1 issue needs help) 9 Updated Jun 2, 2021

• tensorrt

  TensorFlow/TensorRT integration
  Jupyter Notebook Apache-2.0 181 578 73 5 Updated Jun 2, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 219 1,061 20 10 Updated Jun 2, 2021

• privacy

  Library for training machine learning models with privacy for training data

  machine-learning privacy
  Python Apache-2.0 303 1,414 48 8 Updated Jun 2, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,824 9,139 1 64 Updated Jun 2, 2021

• build

  Build-related tools for TensorFlow
  Shell Apache-2.0 25 64 9 1 Updated Jun 1, 2021

• model-card-toolkit

  a tool that leverages rich metadata and lineage information in MLMD to build a model card
  Python Apache-2.0 31 196 4 20 Updated Jun 1, 2021

• mlir-hlo
  MLIR 16 83 5 0 Updated Jun 1, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,455 4,587 1 16 Updated Jun 2, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 77 338 78 23 Updated Jun 1, 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-2.0 246 1,053 61 23 Updated Jun 1, 2021

• tflite-micro

  TensorFlow Lite for Microcontrollers
  C++ Apache-2.0 12 37 4 2 Updated Jun 1, 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 36 147 13 53 Updated Jun 1, 2021

• text

  Making text a first-class citizen in TensorFlow.
  Python Apache-2.0 92 740 19 33 Updated Jun 1, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,397 5,500 506 50 Updated Jun 1, 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 1,050 2,858 280 185 Updated Jun 1, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 190 874 20 8 Updated Jun 1, 2021

• agents

  TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

  reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms
  Python Apache-2.0 515 1,910 100 (3 issues need help) 5 Updated Jun 1, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 5,151 5,005 0 63 Updated Jun 1, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 104 551 33 6 Updated Jun 1, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 164 463 130 (2 issues need help) 4 Updated Jun 1, 2021

• profiler

  A profiling and performance analysis tool for TensorFlow
  TypeScript Apache-2.0 35 211 32 7 Updated Jun 1, 2021

• runtime

  A performant and modular runtime for TensorFlow
  C++ Apache-2.0 79 525 25 2 Updated Jun 1, 2021