panel-time-series

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aaivu / Panelformer

Transformer-based model for accurate and scalable panel time series forecasting. Builds on Temporal Fusion Transformer with innovations like segment-wise attention, multi-scale decomposition, and cross-entity attention.

time-series transformer forecasting panel-data robust-model temporal-fusion-transformer panel-time-series

Updated Sep 4, 2025
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FulgentMcGuffin / tgraphportfolio

Star

Analyze (evolving) networks and multi-layer networks built from panel time series data in python or the supplied GUI. Inspired by https://github.com/mayabenowitz/Hedgecraft.

time-series network-science network-analysis financial-data financial-markets panel-data time-series-analysis multi-layer-networks pyvis network-evolution financial-analytics financial-time-series financial-time-series-analysis panel-time-series

Updated Aug 22, 2026
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