zcsheng95
PhD student @ UMN. Working on statistical machine learning and trustworthy AI.
University of Minnesota, Twin CitiesMinneapolis
Pinned Repositories
academic-homepage
Personal Website
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
APT-Quiz
Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
biostat-821
biostatistics-review
Class material for CFAR Biostatistics Review sesssions
Clinical-Analysis-EarlyWarning
scripts for wrangling hospital data
deep-painterly-harmonization
Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189
DNALinked-201Fall18
zcsheng95's Repositories
zcsheng95/academic-homepage
Personal Website
zcsheng95/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
zcsheng95/APT-Quiz
zcsheng95/Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
zcsheng95/biostat-821
zcsheng95/biostatistics-review
Class material for CFAR Biostatistics Review sesssions
zcsheng95/Clinical-Analysis-EarlyWarning
scripts for wrangling hospital data
zcsheng95/deep-painterly-harmonization
Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189
zcsheng95/DNALinked-201Fall18
zcsheng95/ea-utils
Automatically exported from code.google.com/p/ea-utils
zcsheng95/fucking-algorithm
手把手撕LeetCode题目,扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
zcsheng95/markov-part2-fall18
zcsheng95/markov-wordgram-fall18
zcsheng95/Myphotos
zcsheng95/nbody-fall2018
NBody Starter Project Compsci 201, Fall 2018
zcsheng95/project-Euler
project Euler solution
zcsheng95/pycox
Survival analysis with PyTorch
zcsheng95/pytorch-beginner
pytorch tutorial for beginners
zcsheng95/RNA-summary-tools
zcsheng95/roughViz
Reusable JavaScript library for creating sketchy/hand-drawn styled charts in the browser.
zcsheng95/zcsheng95.github.io
for my github page