KAIST SILab (@kaist-silab)
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Top repositories

1

rl4co

Reinforcement Learning (RL) for Combinatorial Optimization (CO) library
Jupyter Notebook
97
star
2

awesome-graph-pde

Collection of resources about partial differential equations, graph neural networks, deep learning and dynamical system simulation
86
star
3

arcsim

ARCSim 0.3.1 Fixes and Installer Script for Linux and MacOS
Mathematica
20
star
4

equity-transformer

Python
19
star
5

devformer

[ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"
Python
18
star
6

graphsplinenets

[NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"
Jupyter Notebook
13
star
7

design-baselines-fixes

Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)
Python
10
star
8

meta-sage

[ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
Python
10
star
9

bootgen

[NeurIPS 23] Official code for BootGen: "Bootstrapped Training of Score Conditioned Generator for Offline Biological Design"
Python
9
star
10

sym-rd

Python
5
star
11

HiMAP

[AAMAS 2024] HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding
Python
4
star
12

rl4co-homepage

RL4CO website
HTML
1
star
13

website

Website for KAIST Systems Intelligence Laboratory (WIP)
HTML
1
star
14

symmetric_replay

Python
1
star