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27

282

mit

10

tsl: a PyTorch library for processing spatiotemporal data.

gnn pytorch deep-learning temporal-data spatiotemporal spatio-temporal temporal-graphs spatiotemporal-data spatio-temporal-data graph-neural-networks spatio-temporal-graph spatio-temporal-analysis spatio-temporal-prediction spatiotemporal-forecasting spatiotemporal-data-analysis

Created 2022-03-13

326 commits to main branch, last one 4 months ago

PAMI UdayLab

196

252

gpl-3.0

5

PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms. (Active)

python periodicity spatial-data stream-mining pattern-mining sequence-mining frequent-itemsets periodic-patterns frequent-subgraphs pattern-recognition spatiotemporal-data frequent-pattern-mining spatiotemporal-data-analysis

Created 2021-06-15

3,729 commits to main branch, last one 24 hours ago

shapefile2gif johannesuhl

6

35

mit

2

Given a shapefile with time-annotated vector objects (e.g., building footprints + construction year), this script will automatically create an animated GIF illustrating the dynamics for a user-specifi...

pil animation geopandas shapefile gif-creator gif-animation data-visualization spatiotemporal-data spatiotemporal-data-analysis

Created 2022-07-05

15 commits to main branch, last one about a year ago

ImputeFormer tongnie

1

30

mit

3

[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"

missing-data transformers data-imputation spatiotemporal-data low-rank-factorization time-series-imputation

Created 2023-12-19

64 commits to main branch, last one 2 months ago