Shan Gao's repositories
brainiak
Brain Imaging Analysis Kit
CITRIS
Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"
cog-pred
a machine learning classification project for predicting cognitive capacities from demographic information
course-materials
This is the course repository for the Spring 2022 iteration of MACS 30123 "Large-Scale Computing for the Social Sciences" at the University of Chicago.
course-materials-s2023
This is the course repository for the Spring 2023 iteration of MACS 30123 "Large-Scale Computing for the Social Sciences" at the University of Chicago.
cs170-coding-notebooks-fa22
Coding Jupyter Notebooks for Fall 2022 Iteration of CS 170
fnirs-movie
Python program for neuroimaging with functional near-infrared spectroscopy (fNIRS) while presenting naturalistic movie stimuli and collecting voice recording data
hypertools-matlab
A set of generic and widely useful tools for manipulating and visualizing high-dimensional data.
labJava
The labs for 51036 at UChicago
multi-threaded-arkanoid-breakout
a 2D defense game I developed with a flavor of the classic Arkanoid game
need-cogsci2022
[COGSCI 2022] Culture, communicative need, and the efficiency of semantic categories
phone-mnemonic-generator
a phone mnemonic generation program I developed
dpo_toxic
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
jspsych-plugin-dev
where I archive some of the jsPsych plugins I developed along the way of online behavioral testing : )
LINGUIS-290L-COMP-LING
my solution to the assignments of LINGUIS 290L @UCBerkeley Computational Linguistics Fall 2020
MRI-NIRS_Pipeline
Pipeline for creation of MRI NIRS datasets
NeuroDOT
Official release of NeuroDOT, an extensible Matlab toolbox for efficient optical brain mapping
PSYCH-C123-COMP-MODEL-COG
my solution to the assignments of PSYCH C123 @UCBerkeley Computational Models of Cognition Fall 2020
rome
Locating and editing factual associations in GPT (NeurIPS 2022)
skeleton-fa22
Starter code for Fall 22
syntax-semantics-interplay
Codes for computational linguistics project on RC inference using early semantic and syntactic cues
Tutorials-Homework-Notebooks
This repository keeps the tutorial notebooks for the course.