dbsxodud-11

2023fall-ai618-project

bayesian_optimization

Implementation of various Bayesian Optimization algorithms

Graph_Neural_Network

GTG

Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)

logit-gfn

Official Code for Learning to Scale Logits for Temperature-conditional GFlowNets (ICML 2024)

ls_gfn

Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)

meta_learning

Implementation of Meta Learning Algorithm

Multi-Agent-RL

Implementation of Multi-Agent Reinforcement Learning(MARL) Algorithms in various environments

np_variants

Implementation of Neural Process(NP) and its Varaints

offline_meta_bbo

Official Code for An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems (KDD 2024)

dbsxodud-11/ls_gfn

Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)

dbsxodud-11/GTG

Official Code for Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization (NIPS 2024)

dbsxodud-11/logit-gfn

Official Code for Learning to Scale Logits for Temperature-conditional GFlowNets (ICML 2024)

dbsxodud-11/offline_meta_bbo

Official Code for An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems (KDD 2024)

dbsxodud-11/meta_learning

Implementation of Meta Learning Algorithm

dbsxodud-11/Multi-Agent-RL

Implementation of Multi-Agent Reinforcement Learning(MARL) Algorithms in various environments

dbsxodud-11/Graph_Neural_Network

dbsxodud-11/np_variants

Implementation of Neural Process(NP) and its Varaints

dbsxodud-11/2023fall-ai618-project

dbsxodud-11/bayesian_optimization

Implementation of various Bayesian Optimization algorithms

dbsxodud-11/dbsxodud-11.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

dbsxodud-11/deep_learning_basics

Implement Basic Deep Learning Algorithms from scratch

dbsxodud-11/design-bench

Benchmarks for Model-Based Optimization

dbsxodud-11/programming_daily

Basic Coding Skills - Data Structures, Algorithms, Database

dbsxodud-11/RL_implementations

Implementation of RL Algorithms(pytorch)

dbsxodud-11/conditional-flow-matching

TorchCFM: a Conditional Flow Matching library

dbsxodud-11/jahs_bench_201

The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.

dbsxodud-11/l2o

dbsxodud-11/pintos

dbsxodud-11/Recommendation

dbsxodud-11/releasing-research-code

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)