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JaehyunKim's Projects

cs229 icon cs229

Codes and summary for CS229

data icon data

DFT data and optimized structures for the Nature Catalysis paper

dft-training icon dft-training

Training materials for computing adsorption energies and other quantities with DFT

dfttk icon dfttk

Density functional theory workflows for finite temperature thermodynamics based on atomate workflows.

dracula-theme icon dracula-theme

πŸ§›πŸ»β€β™‚οΈ Dark theme for all the things!

epg icon epg

Code for the paper "Evolved Policy Gradients"

equiformer_v2 icon equiformer_v2

[arXiv'23] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

evolutionary-reinforcement-learning icon evolutionary-reinforcement-learning

Codebase for Evolutionary Reinforcement Learning (ERL) from the paper "Evolution-Guided Policy Gradients in Reinforcement Learning" published at NeurIPS 2018

fastpages icon fastpages

An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

ferminet icon ferminet

An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations

finetuna icon finetuna

Active Learning for Machine Learning Potentials

gatgnn icon gatgnn

Pytorch Repository for our work: Graph convolutional neural networks with global attention for improved materials property prediction

graphormer icon graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material discovery, drug discovery, etc.

handson-ml2 icon handson-ml2

ν•Έμ¦ˆμ˜¨ λ¨Έμ‹ λŸ¬λ‹ 2/E의 μ£Όν”Όν„° λ…ΈνŠΈλΆ

hello-kaggle icon hello-kaggle

Kaggle을 처음 μ ‘ν•˜λŠ” μ‚¬λžŒλ“€μ„ μœ„ν•œ λ¬Έμ„œ

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