Jeffrey Tan's repositories
auto-maple
Artificial intelligence software for MapleStory that uses various machine learning and computer vision techniques to navigate challenging in-game environments
auto-maple-resources
Community repository for Auto Maple command books and routines
github-statistics
GitHub stat tracker that uses GraphQL to retrieve both public and private user statistics, which can then be displayed on profile READMEs
attention-is-all-you-need
PyTorch implementation of "Attention Is All You Need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin
deep-residual-learning
PyTorch implementations of the deep residual networks published in "Deep Residual Learning for Image Recognition" by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun
ml-paper-implementations
Collection of my implementations of various machine learning papers
convolutional-autoencoder
Pytorch implementation of "A Better Autoencoder for Image: Convolutional Autoencoder" by Yifei Zhang
electrotactile-braille-display
Refreshable braille display that uses electrical pulses to simulate the feeling of braille dots on the user's fingertips
tanjeffreyz
Real-time statistics and animated graphics for my GitHub profile
batch-normalization
PyTorch implementation of batch normalization from "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift" by Sergey Ioffe, Christian Szegedy
code-ip-prompt
https://icml.cc/virtual/2023/poster/24354
generative-adversarial-networks
PyTorch implementation of "Generative Adversarial Networks" by Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio
neighborhood-mia
Implementation of "Membership Inference Attacks against Language Models via Neighbourhood Comparison" by Justus Mattern, Fatemehsadat Mireshghallah, Zhijing Jin, Bernhard Schölkopf, Mrinmaya Sachan, Taylor Berg-Kirkpatrick
pytorch-multi30k
Patch for PyTorch's Multi30k machine translation dataset (WMT16)
cs180-portfolio
Webpages showcasing my CS 180 computer vision projects
cs184-portfolio
Writeups for our CS 184 projects
github-downloader
Script for downloading GitHub repositories
poe-stash-companion
Uses the Path of Exile public API to automatically stash inventory items by type
portfolio-assets
File hosting service for my portfolio website
robust-prompt-optimization
Official repository for paper, "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"
sierpinski-triangle
Fun little script that draws a Sierpinski triangle
tanjeffreyz.github.io
Redirects to my personal website
the-pile-pubmed
Download, parse, and filter data PubMed, data-ready for The-Pile