tensorflow

Repositories

• datasets

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

  data machine-learning tensorflow numpy dataset datasets jax
  Python Apache-2.0 975 2,694 248 163 Updated Mar 4, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,203 77 (1 issue needs help) 0 Updated Mar 4, 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 84,141 153,717 3,814 (2 issues need help) 222 Updated Mar 4, 2021

• mlir-hlo
  MLIR 11 53 5 0 Updated Mar 4, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 69 485 15 1 Updated Mar 4, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,686 4,663 0 48 Updated Mar 4, 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 26 108 8 33 Updated Mar 4, 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 1,475 2,735 34 2 Updated Mar 4, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,651 68,915 945 (2 issues need help) 158 Updated Mar 4, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 409 1,343 197 30 Updated Mar 4, 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 14,732 481 (8 issues need help) 91 Updated Mar 4, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,366 5,180 493 51 Updated Mar 4, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 357 252 0 9 Updated Mar 4, 2021

• tfhub.dev
  Python Apache-2.0 12 14 0 1 Updated Mar 4, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,278 4,358 1 42 Updated Mar 3, 2021

• mesh

  Mesh TensorFlow: Model Parallelism Made Easier
  Python Apache-2.0 157 893 53 24 Updated Mar 4, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 348 1,454 45 19 Updated Mar 4, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 212 1,042 16 9 Updated Mar 4, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 262 1,141 55 (1 issue needs help) 11 Updated Mar 3, 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 3,245 367 (1 issue needs help) 54 Updated Mar 3, 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 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 1,931 4,901 70 16 Updated Mar 3, 2021

• recommenders

  TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

  tensorflow recommender recommender-system tensorflow-recommenders
  Python Apache-2.0 87 740 37 3 Updated Mar 4, 2021

• estimator

  TensorFlow Estimator
  Python Apache-2.0 161 206 7 9 Updated Mar 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 27 171 3 9 Updated Mar 3, 2021

• fairness-indicators

  Tensorflow's Fairness Evaluation and Visualization Toolkit

  tensorflow fairness-ml fairness-indicators
  Jupyter Notebook Apache-2.0 53 183 2 12 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-2.0 232 978 74 25 Updated Mar 3, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 69 288 47 13 Updated Mar 3, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 185 857 34 8 Updated Mar 3, 2021

• 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