tensorflow

Repositories

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 863 3,252 374 (1 issue needs help) 53 Updated Mar 11, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 151 425 110 (2 issues need help) 7 Updated Mar 11, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,366 5,187 498 48 Updated Mar 11, 2021

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 977 2,702 251 171 Updated Mar 11, 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 84,193 153,933 3,827 (2 issues need help) 214 Updated Mar 11, 2021

• tfjs-models

  Pretrained models for TensorFlow.js
  TypeScript Apache-2.0 2,635 8,572 1 54 Updated Mar 11, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,694 69,038 951 (2 issues need help) 161 Updated Mar 11, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 351 1,458 45 21 Updated Mar 11, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 162 454 1 0 Updated Mar 11, 2021

• data-validation

  Library for exploring and validating machine learning data
  Python Apache-2.0 100 528 37 4 Updated Mar 11, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 348 2,207 77 (1 issue needs help) 0 Updated Mar 11, 2021

• community

  Stores documents used by the TensorFlow developer community
  Apache-2.0 404 901 35 32 Updated Mar 11, 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 27 111 7 36 Updated Mar 11, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 69 491 15 1 Updated Mar 11, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 212 1,046 16 9 Updated Mar 11, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 53 184 2 12 Updated Mar 11, 2021

• mlir-hlo
  MLIR 11 55 5 0 Updated Mar 11, 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 1,445 14,758 478 (8 issues need help) 92 Updated Mar 11, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 411 1,354 199 29 Updated Mar 11, 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-2.0 479 1,828 107 5 Updated Mar 11, 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-2.0 232 986 77 24 Updated Mar 11, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 68 293 50 15 Updated Mar 11, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,293 4,376 1 42 Updated Mar 11, 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 1,480 2,753 33 2 Updated Mar 11, 2021

• tfhub.dev
  Python Apache-2.0 12 14 0 1 Updated Mar 11, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 281 2,421 55 (4 issues need help) 41 Updated Mar 11, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,726 4,684 0 48 Updated Mar 11, 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 1,221 135 (27 issues need help) 46 Updated Mar 11, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 264 1,150 55 (1 issue needs help) 11 Updated Mar 11, 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 6 11 1 5 Updated Mar 10, 2021