{"repo":"systems-mechanobiology/DeTime","free":true,"listed":false,"github":"https://github.com/systems-mechanobiology/DeTime","clone":"git clone https://github.com/systems-mechanobiology/DeTime.git","description":"Unified Python/CLI time-series decomposition library with native acceleration, multivariate workflows, and machine-readable outputs.","language":"Jupyter Notebook","stars":54,"topics":["cli","decomposition","machine-learning","mechanobiology","mssa","multivariate-analysis","python","scientific-computing","signal-processing","ssa"],"license":"BSD-3-Clause","category":"cli-tools","readme_excerpt":"DeTime One Python and CLI interface for trend, oscillation, residual, components, and metadata. DeTime provides one stable software surface for decomposition workflows that would otherwise be split across notebooks, method-specific wrappers, and one-off scripts. The product name is DeTime , the PyPI distribution is detime-toolkit , the canonical import is detime , and the legacy top-level tsdecomp import and CLI remain compatibility-only through 0.1.x , with earliest removal planned for 0.2.0 . The reviewed release version is 0.1.3 . Its release identity is the de-time-v0.1.3 source tag and matching detime-toolkit==0.1.3 PyPI distribution. Use the editable contributor path below for development against the repository head. Fast entry points: - Documentation site - Inline method gallery - Beginner notebook method gallery - Cross-package comparison - Method comparison matrix - Release manifest - Release evidence tables Scope Use DeTime when you want: - one decompose() entrypoint, - one DecompositionConfig model for Python and CLI usage, - one DecompResult contract for trend , season , residual , components , and meta , - native acceleration where it materially improves throughput, - multivariate decomposition workflows where shared structure matters, - machine-facing workflows that need schemas, metadata-based shortlists, and compact result views. Use a specialist package directly when you only need that package's deepest family-specific API. Core and accelerated methods The ma","default_branch":null,"files":null,"tree":[],"storefront":"/r/systems-mechanobiology","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/systems-mechanobiology/DeTime/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}