PAIR code

Repositories

• lit

  The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

  visualization machine-learning natural-language-processing
  TypeScript Apache-2.0 260 2,571 32 26 Updated Jun 14, 2021

• saliency

  Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

  machine-learning deep-neural-networks deep-learning tensorflow image-recognition convolutional-neural-networks object-detection
  Jupyter Notebook Apache-2.0 158 678 14 0 Updated Jun 10, 2021

• cococo

  𝄡 Collaborative Convolutional Counterpoint
  TypeScript Apache-2.0 0 28 0 15 Updated May 28, 2021

• font-explorer

  Font latent space explorer using tensorflow.js

  visualization deep-learning tensorflow
  Vue Apache-2.0 2 25 0 9 Updated May 27, 2021

• scatter-gl

  Interactive 3D / 2D webgl-accelerated scatter plot point renderer
  TypeScript Apache-2.0 15 79 9 11 Updated May 27, 2021

• understanding-umap

  Understanding the theory behind UMAP
  JavaScript Apache-2.0 14 67 0 5 Updated May 25, 2021

• datacardsplaybook

  The Data Cards Playbook helps dataset producers and publishers adopt a people-centered approach to transparency in dataset documentation.

  documentation transparency datasets data-card datacardsplaybook
  Apache-2.0 0 12 0 0 Updated May 24, 2021

• recommendation-rudders
  Python Apache-2.0 3 8 1 3 Updated May 21, 2021

• knowyourdata

  A tool to help researchers and product teams understand datasets with the goal of improving data quality, and mitigating fairness and bias issues.
  CSS Apache-2.0 4 107 4 0 Updated May 18, 2021

• ai-explorables

  https://pair.withgoogle.com/explorables/
  Jupyter Notebook Apache-2.0 6 17 0 0 Updated May 13, 2021

• what-if-tool

  Source code/webpage/demos for the What-If Tool

  visualization machine-learning tensorboard jupyterlab-extension colaboratory ml-fairness
  HTML Apache-2.0 104 531 38 (3 issues need help) 5 Updated May 11, 2021

• depth-maps-art-and-illusions
  TypeScript Apache-2.0 4 15 0 11 Updated May 11, 2021

• waterfall-of-meaning
  TypeScript Apache-2.0 4 4 0 4 Updated May 10, 2021

• deeplearnjs-legacy-loader

  Deprecated: Legacy TensorFlow model loader for deeplearn.js
  Python Apache-2.0 3 3 0 7 Updated May 11, 2021

• federated-learning

  Federated learning experiment using TensorFlow.js
  TypeScript Apache-2.0 26 147 12 47 Updated May 10, 2021

• facets

  Visualizations for machine learning datasets

  machine-learning data-visualization
  Jupyter Notebook Apache-2.0 849 6,602 75 (2 issues need help) 4 Updated May 6, 2021

• covid19_symptom_dataset
  JavaScript Apache-2.0 1 8 0 0 Updated Apr 7, 2021

• book-viz

  Visualizing multilevel structure in books with sentence embeddings.
  Jupyter Notebook Apache-2.0 1 1 0 0 Updated Mar 12, 2021

• umap-js

  JavaScript implementation of UMAP

  javascript dimensionality-reduction umap
  JavaScript Apache-2.0 18 197 8 1 Updated Oct 14, 2020

• interpretability
  JavaScript Apache-2.0 12 59 0 0 Updated Sep 28, 2020

• thehardway

  Supplementary code repository to accompany Tic-Tac-Toe the Hard Way podcast
  JavaScript 1 9 0 0 Updated Jul 22, 2020

• pair-code.github.io
  HTML 3 13 0 0 Updated Oct 2, 2019

• clinical-vis

  A javascript medical record visualization (https://arxiv.org/abs/1810.05798)

  data-visualization electronic-medical-records
  HTML Apache-2.0 9 19 0 0 Updated Oct 16, 2018

• cam-scroller

  Cam Scroller is an open-source Chrome extension that uses your webcam and deeplearn.js to enable scrolling through webpages using custom gestures that you define.

  chrome-extension machine-learning accessibility
  JavaScript Apache-2.0 8 31 1 0 Updated Mar 29, 2018

• deeplearnjs-docs Archived
  TypeScript Apache-2.0 2 1 0 0 Updated Mar 1, 2018