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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

betty

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

carla

Open-source simulator for autonomous driving research.

configs

convex-optimization-for-all.github.io

모두를 위한 컨백스 최적화

cs221

Project for CS221 Artificial Intelligence

cs228-notes

Course notes for CS228: Probabilistic Graphical Models.

cs229

Project for CS229 Machine Learning

cs230

Project for CS230 Deep Learning

cs234

Project for CS234 Reinforcement 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"

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

importanceweightedriskmetrics.jl

Computes importance weighted statistics associated with the tail risk

keras

Deep Learning for humans

kykim0.github.io

less

[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

mcts.jl

Monte Carlo Tree Search for Markov decision processes using the POMDPs.jl framework

meta-learning-curiosity-algorithms

multi-objective-deep-rl

Multi-Objective Deep Reinforcement Learning

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115