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2021-03-02PTAModel: Turn states, transitions, and states_and_transitions into attributesDaniel Friesel-33/+24
2021-03-02AnalyticModel, PTAModel: refactor assess()Daniel Friesel-21/+9
2021-03-02ModelAttribute: remove get_fitted(), use .model_function, .model_info insteadDaniel Friesel-57/+62
2021-03-02add hashbang to modulesDaniel Friesel-0/+3
2021-03-02Move ParallelParamFit to a separate moduleDaniel Friesel-322/+338
2021-03-02move ModelAttribute to parameters moduleDaniel Friesel-255/+247
2021-03-01Set DFATOOL_NO_PARAM to disable parameter fittingDaniel Friesel-0/+2
2021-03-01get_fitted: also provide information on static (sub)modelsDaniel Friesel-2/+12
2021-02-26refactor param_info, show splits in analyze-archive outputDaniel Friesel-29/+93
2021-02-26add simple decisiontree testDaniel Friesel-1/+1
2021-02-25kinda proper dtree support (todo: refactoring)Daniel Friesel-7/+30
2021-02-25pelt_refine: Fix "no sub-states" handlingDaniel Friesel-1/+1
2021-02-25Adjust ParamStats interface in preparation for decision-tree modelsDaniel Friesel-23/+178
2021-02-24cluster and re-fit sub-statesDaniel Friesel-72/+91
2021-02-24lut_median_getter: handle param tuples, not just listsDaniel Friesel-1/+4
2021-02-24do not hard-code substate namesDaniel Friesel-8/+11
2021-02-24treat last sub state as tail / default stateDaniel Friesel-7/+16
use application-provided total state duration instead of model to determine duration of last sub-state in get_fitted_sub
2021-02-24pelt: allow contraction (averaging) of data as well as stretchingDaniel Friesel-2/+23
2021-02-23draft for clustering of parameter-independent sub-statesDaniel Friesel-91/+96
2021-02-23fix drift compensation and reduce pelt + caching overheadDaniel Friesel-44/+60
2021-02-23analyze-archive: show substate model quality in tableDaniel Friesel-1/+15
2021-02-22add simple sub-state model accessor and evaluationDaniel Friesel-2/+34
2021-02-22properly handle static submodel attributesDaniel Friesel-31/+42
TODO: fitting and submodel usage in parent
2021-02-22PELT: Increase parallelismDaniel Friesel-86/+107
2021-02-19start modeling of individual sub-statesDaniel Friesel-19/+109
2021-02-18pelt: Set minimum penalty to 1, improve cache layoutDaniel Friesel-11/+19
2021-02-18pelt: add tail substateDaniel Friesel-3/+5
2021-02-18pelt: cache changepoint detection resultsDaniel Friesel-5/+65
2021-02-18refactor model generation from Analytic/PTAModel into ModelAttribute classDaniel Friesel-577/+395
Iteration over states/transitions and model attributes is no longer hardcoded into most model generation code. This should make support for decision trees and sub-states much easier.
2021-02-15pelt: Fix stretch != 1 supportDaniel Friesel-2/+4
2021-02-15loader: energytrace: add timestamps to support dataDaniel Friesel-1/+6
2021-02-15debug outputDaniel Friesel-8/+15
2021-02-15Limit PELT via --with-substates=name_filter=state_or_transition_nameDaniel Friesel-12/+13
2021-02-15needs_refinement: short traces cannot be reliably refinedDaniel Friesel-1/+3
2021-02-12PELT: use variable penalty for benchmark repetationsDaniel Friesel-40/+64
Previously, the first measurement of each by_param entry determined its penalty, and all subsequenc measurements in it were analyzed with this penalty. This lead to some of them coming up with a different number of sub-states and being ignored. Now, all by_param entries are passed to the kneedle / plateau algorithm, and each gets its own penalty. In most cases, this leads to all entries rporting the same number of sub-states, so far less need to be ignored.
2021-02-12Add support data (e.g. power traces) for transitions too. Fixes plots and PELT.Daniel Friesel-1/+1
2021-01-20greedy drift compensation: Handle left corner case as well. Oops.Daniel Friesel-2/+11
2021-01-19additional debugging outputDaniel Friesel-1/+16
2021-01-19fix off-by-one in graph-based drift compensationDaniel Friesel-1/+1
the bug manifested whenever a "transition end" node was chosen
2021-01-19sort keys before bisectDaniel Friesel-1/+1
2021-01-19greedy drift compensation: handle edge casesDaniel Friesel-2/+8
2021-01-19drift compensation: use PILT min_dist=1Daniel Friesel-1/+1
2021-01-19greedy drift compensation: consider transition start vs end when syncingDaniel Friesel-46/+38
2021-01-18re-add greedy drift compensation heuristicDaniel Friesel-3/+86
2021-01-18drift compensation: a candidate may refer to transition start or endDaniel Friesel-39/+69
There's still a major bug somewhere, right now results are sub-par
2021-01-18energytrace drift compensation: allow arbitrarily long skipsDaniel Friesel-29/+33
2021-01-18energytrace drift compensation: stretch datapointsDaniel Friesel-1/+3
2021-01-18drift_compensation_grpah: handle node skips at the tailDaniel Friesel-0/+9
2021-01-18refactor graph-based drift compensation into a separate functionDaniel Friesel-1/+12
2021-01-18Fix a typoDaniel Friesel-1/+1
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