Add glm_map object class: scikit-learn-style mass-univariate GLM estimator#77

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torwager merged 18 commits into

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glm_map_object

Jun 19, 2026

Commits on Jun 18, 2026

Document glm_map in CLAUDE.md and image_vector see-also

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claude
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Commits on Jun 19, 2026

Add unit tests for glm_map (canlab_test_glm_map)

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glm_map: mirror regress out-struct, add diagnostics, narrative summary

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docs/workflows: expand glm_map regression walkthrough to mirror regress examples

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glm_map: add validate_object to guarantee full nested-struct schema

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fmri_glm_design_matrix: hi-res microtime pipeline + method audit; glm_map.replace_basis_set

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glm_map: interest/nuisance roles, interest-only diagnostics report, plotDesign hook; import_onsets FSL/SPM inputs

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glm_map.plot_design: render actual basis-convolved regressors per event type

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glm_map/design: orthogonal contrast sets, design efficiency, import interest/nuisance flagging

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glm_map: scaled condition number, unit-norm heat map, obs/regressor summary, time axis

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glm_map: rename diagnostics method -> run_diagnostics (resolve property/method name clash)

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glm_map: VIF/cVIF plots in plot_design, high-pass-filter assessment in run_diagnostics, workflow sec 13

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onsets2fmridesign: fix R2024b crash from stale pad() call (builtin shadows canlab_pad)

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Fix remaining stale pad() callers -> canlab_pad (builtin pad shadows renamed pad.m on R2024b+)

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Add glm_map object class: scikit-learn-style mass-univariate GLM estimator#77

Add glm_map object class: scikit-learn-style mass-univariate GLM estimator#77
torwager merged 18 commits into
masterfrom
glm_map_object

Commits on Jun 17, 2026

Add glm_map object class scaffold

glm_map: implement fit() over fmri_data.regress

glm_map: implement build_design() for event/1st-level designs

glm_map: implement import_SPM() for SPM12/SPM25 first-level models

Commits on Jun 18, 2026

Document glm_map in CLAUDE.md and image_vector see-also

Commits on Jun 19, 2026

Add unit tests for glm_map (canlab_test_glm_map)

glm_map: mirror regress out-struct, add diagnostics, narrative summary

docs/workflows: expand glm_map regression walkthrough to mirror regress examples

glm_map: add validate_object to guarantee full nested-struct schema

fmri_glm_design_matrix: hi-res microtime pipeline + method audit; glm_map.replace_basis_set

glm_map: interest/nuisance roles, interest-only diagnostics report, plotDesign hook; import_onsets FSL/SPM inputs

glm_map.plot_design: render actual basis-convolved regressors per event type

glm_map/design: orthogonal contrast sets, design efficiency, import interest/nuisance flagging

glm_map: scaled condition number, unit-norm heat map, obs/regressor summary, time axis

glm_map: rename diagnostics method -> run_diagnostics (resolve property/method name clash)

glm_map: VIF/cVIF plots in plot_design, high-pass-filter assessment in run_diagnostics, workflow sec 13

onsets2fmridesign: fix R2024b crash from stale pad() call (builtin shadows canlab_pad)

Fix remaining stale pad() callers -> canlab_pad (builtin pad shadows renamed pad.m on R2024b+)