kykim0's repositories
ParallelTreeSampling.jl
MCTS-based Parallel Sampling for Risk Estimation
alignment-handbook
Robust recipes to align language models with human and AI preferences
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
betty
Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
GaussianProcesses.jl
A Julia package for Gaussian Processes
gemm_extra_credit
CS149 Extra credit: See how fast you can implement GEMM
generative_agents
Generative Agents: Interactive Simulacra of Human Behavior
keras
Deep Learning for humans
LESS
[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
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 ;)
trl
Train transformer language models with reinforcement learning.