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Hello There!

I'm Jay Wang, a Machine Learning PhD student at Georgia Tech. I design, code, research, and write.

My work focuses on making AI more accessible, interpretable, and accountable, by designing and developing novel Interactive Interfaces for people to easily and enjoyably interact with Machine Learning systems at scale.

I love open source. I lead and maintain the following open-source research projects on GitHub. :octocat: ⬇️

Please reach out if you have any questions or want to chat!

Farsight: In situ intelligent widgets for responsible AI! (CHI'24)
12
SuperNOVA: Design strategies for notebook visualization tools (CHI'24)
50
Wordflow: Social and customizable AI writing assistant! (arXiv'24)
149
WizMap: Explore and interpret millions of embeddings in your browser! (ACL'23)
374
DiffusionDB: Large-scale prompt gallery dataset for image generative models (ACL'23)
1123
WebSHAP: Explain any ML models anywhere! (TheWebConf'23)
48
GAM Coach: Personal coach to help you obtain desired AI decisions! (CHI'23)
16
Angler: Prioritize ML model improvements with interactive visualizations (CHI'23)
58
TimberTrek: Curate decision trees that align with human values! (VIS'22)
125
NOVA: Easy way to create notebook-ready visual analytics tools (VIS Poster'22)
26
GAM Changer: Edit ML models to reflect human knowledge and values (KDD'22)
115
StickyLand: Break the linear presentation of computational notebooks! (CHI'22)
501
Dodrio: Explore transformer models with interactive visualization (ACL'21)
327
CNN Explainer: Learn about CNNs with interactive visualization (TVCG'20)
7501

Jay Wang's Projects

awesome-jupyter icon awesome-jupyter

A curated list of awesome Jupyter projects, libraries and resources

best-of-jupyter icon best-of-jupyter

🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

clip2imgur icon clip2imgur

A simple macOS command line tool for uploading your screenshots from clipboard to Imgur

compress-to-tar icon compress-to-tar

A macOS service to allow you to compress files into a tarball in Finder

ebm.js icon ebm.js

Explainable Boosting Machine (EBM) with WebAssembly

facedata icon facedata

A macOS app to parse face landmarks from a video for training GANs

ggplot2-china-map icon ggplot2-china-map

Use ggplot2 to plot China map, and provide a JSON file of coordinates of major Chinese cities

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