yulkang
Assistant Professor, Bio and Brain Engineering, KAIST; Cognitive computational neuroscience of decision-making under uncertainty
KAISTDaejeon, South Korea
Pinned Repositories
2D_Decision
Code for "Multiple decisions about one object involve parallel sensory acquisition but time-multiplexed evidence incorporation"
augment3D
Augment 3D images of a focal lesion with 3D rotation, flip, and translation.
FitFlow
High-level interface to constrained optimization in MATLAB
pororo
Pororo: A Deep Learning based Multilingual Natural Language Processing Library
pylabyk
Pylab-style utilities for PyTorch and Matplotlib, among others.
SubjDecTime
Code for "Piercing of consciousness as a threshold crossing operation"
yulkang's Repositories
yulkang/pylabyk
Pylab-style utilities for PyTorch and Matplotlib, among others.
yulkang/2D_Decision
Code for "Multiple decisions about one object involve parallel sensory acquisition but time-multiplexed evidence incorporation"
yulkang/pororo
Pororo: A Deep Learning based Multilingual Natural Language Processing Library
yulkang/CogModelingRNNsTutorial
yulkang/constorch
ConsTorch: Constrained optimization in PyTorch
yulkang/dm_alchemy
DeepMind Alchemy task environment: a meta-reinforcement learning benchmark
yulkang/Dordek-et-al.-Matlab-code
This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-negative PCA" by Yedidyah Dordek, Daniel Soudry, Ron Meir and Dori Derdikman
yulkang/FISTA
Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.
yulkang/geotorch
Constrained optimization toolkit for PyTorch
yulkang/glm-hmm
Code to reproduce figures for "Mice alternate between discrete strategies during perceptual decision-making" from Ashwood, Roy, Stone, IBL, Churchland, Pouget and Pillow (2021)
yulkang/group-bayesian-model-comparison
A Python implementation of the VBA_groupBMC function from the VBA-toolbox by Lionel Rigoux.
yulkang/KoBERT
Korean BERT pre-trained cased (KoBERT)
yulkang/LinearRL
yulkang/matplotlib
matplotlib: plotting with Python
yulkang/mido
MIDI Objects for Python
yulkang/numpy-groupies
Optimised tools for group-indexing operations: aggregated sum and more
yulkang/Okazawa_Cell_2021
Data and code for Okazawa et al. (2021) Cell
yulkang/plm
yulkang/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
yulkang/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
yulkang/pytrends
Pseudo API for Google Trends
yulkang/QWOP-RL
yulkang/readthedocs_tutorial
yulkang/s-vae-pytorch
Pytorch implementation of Hyperspherical Variational Auto-Encoders
yulkang/skorch
A scikit-learn compatible neural network library that wraps PyTorch
yulkang/ssm
Bayesian learning and inference for state space models
yulkang/torch_tem
Implementation of the Tolman Eichenbaum Machine in pytorch
yulkang/TutorialSetup
yulkang/twint
An advanced Twitter scraping & OSINT tool written in Python that doesn't use Twitter's API, allowing you to scrape a user's followers, following, Tweets and more while evading most API limitations.
yulkang/VBA-toolbox
The VBA toolbox