andreacini

coesi-ml

COESI - Machine Learning Lab

higp

Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)

MinAtar

ml-19-20

Labs for the Machine Learning course, spring semester 2019/20 - Prof. C. Alippi, USI

sparse-graph-learning

Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)

grin

Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)

sgp

Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)

spin

Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 2022)

taming-local-effects-stgnns

Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)

tsl

tsl: a PyTorch library for processing spatiotemporal data.

andreacini/sparse-graph-learning

Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)

andreacini/higp

Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)

andreacini/ml-19-20

Labs for the Machine Learning course, spring semester 2019/20 - Prof. C. Alippi, USI

andreacini/coesi-ml

COESI - Machine Learning Lab

andreacini/MinAtar

andreacini/mushroom-rl

Python library for Reinforcement Learning experiments.