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Modeling and decision-making on networked systems via GNN and RL πŸ‘‹

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Junyoung Park's Projects

book_kalmanfilter icon book_kalmanfilter

칼만 ν•„ν„°λŠ” 어렡지 μ•Šμ•„(μ €μž κΉ€μ„±ν•„) 파이썬 μ½”λ“œ(Unofficial)

cgs icon cgs

The official implementation of Convergent Graph Solvers (CGS)

cv icon cv

My YAML cv and resume.

difusco icon difusco

Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"

ignn icon ignn

Implicit Graph Neural Networks

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lightning-torchrl icon lightning-torchrl

Experimenting with integrating PyTorch Lightning + TorchRL for differentiable environments running on multiple GPUs

ltsf-linear icon ltsf-linear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

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