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Yul Kang's Projects

2d_decision icon 2d_decision

Code for "Multiple decisions about one object involve parallel sensory acquisition but time-multiplexed evidence incorporation"

augment3d icon augment3d

Augment 3D images of a focal lesion with 3D rotation, flip, and translation.

awesome-visual-slam icon awesome-visual-slam

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

bads icon bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bml icon bml

A collection of ~1000 MATLAB utilities organized in subpackages

bpl icon bpl

Bayesian Program Learning model for one-shot learning

buzcode icon buzcode

Code for internal lab sharing - polishing has started but is by no means complete

constorch icon constorch

ConsTorch: Constrained optimization in PyTorch

deeplabcut icon deeplabcut

Markerless pose estimation of user-defined features with deep learning for all animals, including humans

dm_alchemy icon dm_alchemy

DeepMind Alchemy task environment: a meta-reinforcement learning benchmark

dordek-et-al.-matlab-code icon 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

figure2struct icon figure2struct

Categorizes MATLAB graphics objects in a figure/axes and return them as fields of a structure

fista icon fista

Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.

fitflow icon fitflow

High-level interface to constrained optimization in MATLAB

fmin_adam icon fmin_adam

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

g2o icon g2o

g2o: A General Framework for Graph Optimization

g2opy icon g2opy

Python binding of SLAM graph optimization framework g2o

gazejs icon gazejs

GazeJS project hosts an implementation of the JavaScript bindings for Tobii Gaze SDK

geotorch icon geotorch

Constrained optimization toolkit for PyTorch

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