Yikang 's Projects
Code base for MinD-Vis
A Little Book of Python for Multivariate Analysis
Code and dataset for the paper "Using Dynamic Neural Networks to Model the Speed-Accuracy Trade-Off in People"
A library for constructing specialized neural networks for Bayesian parameter inference (invertible networks) and Bayesian model selection (evidential networks).
code and data for posts from https://garstats.wordpress.com
This is a calendar recording events organized by Chinese Computational Psychiatry Network(CCPN), NeuroDL and Chinese Open Science Network(COSN)
计算精神病学在线文献报告讨论会(Computational psychiatry online journal club(CPoJC))
统计之都主站
Contains the scripts, pre-trained networks, and data for our paper:
A docker image for running HDDM with parallel processing in jupyter notebook.
python notebooks accompanying the book Make Your Own GAN
rstudio::conf-2022 Workshop on Quarto
A collection of useful .gitignore templates
HDDM is a python module that implements Hierarchical Bayesian parameter estimation of Drift Diffusion Models (via PyMC).
The current repository is able to assess the relationship between EEG components and HDDM parameters of top-down attention in perceptual decision-making using a multiple regression model
3-days intro to Python course
This repo is a recording of the introduction about EEG for our lab(Meta self lab) at 22/1/2024
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
R code and data files associated with the joint modeling tutorial
Kabuki is a Python toolbox that allows easy creation of hierarchical Bayesian models for the cognitive sciences.
Inverse optimal control for continuous psychophysics
Machine Learning for Neuroscience: Behavioral data (Task and Survey), EEG, fMRI and maybe Neuron
A comprehensive repository containing 30+ notebooks on learning machine learning!
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent