A library of tools useful for Lifemapper and related computations
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Updated
Jul 31, 2023 - Python
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null-model
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Randomize graphs while preserving wl-colors / color refinement colors
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Feb 28, 2025 - Python
Exploratory note: trend–volatility relation as a geometric property of accumulative stochastic paths (structural null model).
python time-series monte-carlo statistical-analysis volatility stochastic-processes random-walk mean-reversion null-model quantitative-research path-dependence
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Jan 10, 2026 - Python
给定多个已映射到同一节点空间的结构化视图，算出它们在哪里相同、哪里不同、差异属于哪一类（共识 / 矛盾 / 缺失 / 细化），并输出可追溯的派生结构。不判真假、不打分、不排序。 | Structural divergence between structured views over one shared node space: consensus, contradiction, omission, refinement — emitted as a traceable derived structure.
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Oct 5, 2026 - Python
Re-runnable null-calibration harness: do published ICI-response gene signatures beat size-matched random gene sets? (Lee, submitted to JITC)
benchmark bioinformatics reproducible-research cancer-genomics biomarker transcriptomics immunotherapy null-model gene-signature immune-checkpoint-inhibitor
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Aug 19, 2026 - Python
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