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unfold

Mapping Hidden Geometry into Future Sequences

v1.0.0 · Aug 26, 2025 · GPL-3

Description

A variational mapping approach that reveals and expands future temporal dynamics from folded high-dimensional geometric distance spaces, unfold turns a set of time series into a 4D block of pairwise distances between reframed windows, learns a variational mapper that maps those distances to the next reframed window, and produces horizon-wise predictive functions for each input series. In short: it unfolds the future path of each series from a folded geometric distance representation.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies torch purrr imputeTS lubridate ggplot2 scales abind coro unfold

Version History

new 1.0.0 Mar 9, 2026