kykim0's repositories
asst1
Stanford CS149 -- Assignment 1
asst2
Stanford CS149 -- Assignment 2
asst3
Stanford CS149 -- Assignment 3
asst4
Stanford CS149 - Assignment 4
AutonomousRiskFramework.jl
Framework for autonomous vehicle risk assessment
BayesianDeepLearning-Survey
Bayesian Deep Learning: A Survey
carla
Open-source simulator for autonomous driving research.
convex-optimization-for-all.github.io
모두를 위한 컨백스 최적화
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
cs229
Project for CS229 Machine Learning
cs230
Project for CS230 Deep Learning
ddpo-pytorch
DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support
DropoutUncertaintyExps
Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
GaussianProcesses.jl
A Julia package for Gaussian Processes
gemm_extra_credit
CS149 Extra credit: See how fast you can implement GEMM
ImportanceWeightedRiskMetrics.jl
Computes importance weighted statistics associated with the tail risk
keras
Deep Learning for humans
MCTS.jl
Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework
ParallelTreeSampling.jl
MCTS-based Parallel Sampling for Risk Estimation
PkgTemplates.jl
Create new Julia packages, the easy way
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
www_personal
Personal Webpage