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 84,170 153,838 3,823 (2 issues need help) 214 Updated Mar 8, 2021

• lingvo

  Lingvo

  nlp research translation tensorflow machine-translation speech distributed
  Python Apache-2.0 347 2,205 77 (1 issue needs help) 0 Updated Mar 8, 2021

• runtime

  A performant and modular runtime for TensorFlow
  MLIR Apache-2.0 69 490 15 1 Updated Mar 8, 2021

• tfx

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

  machine-learning tensorflow apache-beam
  Python Apache-2.0 411 1,348 196 32 Updated Mar 8, 2021

• quantum

  Hybrid Quantum-Classical Machine Learning in TensorFlow
  Python Apache-2.0 263 1,147 55 (1 issue needs help) 12 Updated Mar 8, 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 1,823 108 5 Updated Mar 8, 2021

• examples

  TensorFlow examples

  tensorflow tensorflow-examples
  Jupyter Notebook Apache-2.0 4,710 4,673 0 48 Updated Mar 8, 2021

• federated

  A framework for implementing federated learning
  Python Apache-2.0 349 1,455 46 18 Updated Mar 8, 2021

• models

  Models and examples built with TensorFlow
  Python Apache-2.0 43,681 68,965 944 (2 issues need help) 161 Updated Mar 8, 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 2,700 251 166 Updated Mar 8, 2021

• neural-structured-learning

  Training neural models with structured signals.

  tensorflow keras neural-networks regularization adversarial-learning graph-learning structured-signals
  Python Apache-2.0 150 788 3 0 Updated Mar 8, 2021

• tensorboard

  TensorFlow's Visualization Toolkit
  TypeScript Apache-2.0 1,366 5,183 498 54 Updated Mar 8, 2021

• tfhub.dev
  Python Apache-2.0 12 14 0 1 Updated Mar 8, 2021

• io

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

  streaming tensorflow filesystem dataset tensorflow-io
  C++ Apache-2.0 151 424 111 (2 issues need help) 5 Updated Mar 8, 2021

• compression

  Data compression in TensorFlow

  python machine-learning deep-neural-networks compression deep-learning neural-network tensorflow
  Python Apache-2.0 161 453 0 0 Updated Mar 8, 2021

• java

  Java bindings for TensorFlow
  Java Apache-2.0 68 291 47 14 Updated Mar 8, 2021

• toolchains

  Bazel toolchain configurations used across TensorFlow ecosystem
  Starlark Apache-2.0 4 3 0 0 Updated Mar 8, 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 1,478 2,744 34 2 Updated Mar 8, 2021

• mlir-hlo
  MLIR 11 54 5 0 Updated Mar 8, 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 1,437 14,748 479 (8 issues need help) 97 Updated Mar 8, 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 35 Updated Mar 8, 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-2.0 427 1,217 133 (27 issues need help) 46 Updated Mar 8, 2021

• docs-l10n

  Translations of TensorFlow documentation

  documentation translation localization tensorflow tensorflow-tutorials
  Jupyter Notebook Apache-2.0 359 254 0 10 Updated Mar 8, 2021

• docs

  TensorFlow documentation

  documentation machine-learning deep-neural-networks deep-learning tensorflow tensorflow-tutorials tensorflow-examples
  Jupyter Notebook Apache-2.0 4,285 4,367 1 42 Updated Mar 8, 2021

• transform

  Input pipeline framework
  Python Apache-2.0 185 859 34 8 Updated Mar 8, 2021

• graphics

  TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow
  Python Apache-2.0 281 2,417 55 (4 issues need help) 40 Updated Mar 7, 2021

• probability

  Probabilistic reasoning and statistical analysis in TensorFlow

  data-science machine-learning statistics deep-learning tensorflow bayesian-methods neural-networks
  Jupyter Notebook Apache-2.0 862 3,248 372 (1 issue needs help) 53 Updated Mar 7, 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 47 229 41 3 Updated Mar 7, 2021

• model-analysis

  Model analysis tools for TensorFlow
  Python Apache-2.0 212 1,045 16 9 Updated Mar 6, 2021

• tfx-bsl

  Common code for TFX
  Python Apache-2.0 19 29 2 5 Updated Mar 5, 2021