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Performance Model Generation for Configurable System Components
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2021-12-23
model: add sklearn CART support (CART with scalar features)
Daniel Friesel
-3
/
+91
2021-12-03
dtree: switch to ssr loss
Daniel Friesel
-12
/
+13
2021-12-03
model: fix parameter counts in dataref export
Daniel Friesel
-1
/
+3
2021-12-03
model: Remove temporary ResKIL accuracy/power modeling hack
Daniel Friesel
-7
/
+0
2021-12-03
optionally ignore scalar parameters during dtree split generation
Daniel Friesel
-16
/
+68
2021-12-01
add ParamType helper class
Daniel Friesel
-13
/
+48
2021-12-01
model: Add MAPE export
Daniel Friesel
-0
/
+12
2021-12-01
move some standard arguments to cli helper class
Daniel Friesel
-40
/
+24
2021-11-24
validation: add SMAPE output
Daniel Friesel
-2
/
+3
2021-11-23
add parameter-aware cross validation
Daniel Friesel
-3
/
+52
2021-11-22
handle fit errors in cross validation
Daniel Friesel
-4
/
+26
2021-11-19
kconfig exploration: 5 values should be sufficient
Daniel Friesel
-1
/
+1
2021-11-18
do not convert scalar observations to boolean ones
Daniel Friesel
-1
/
+1
2021-11-18
add model generation time to dataref export
Daniel Friesel
-7
/
+23
2021-11-17
export number of dtree nodes to dataref
Daniel Friesel
-0
/
+13
2021-11-16
add configuration variable for non-binary dtree node support
Daniel Friesel
-13
/
+57
2021-11-16
Add env var for safe functions; disable unsafe functions in that case
Daniel Friesel
-1
/
+8
2021-11-12
add enum→boolean converter for CART/ModelTree evaluations
Daniel Friesel
-0
/
+42
2021-11-12
dataref: export number of samples per measurement class
Daniel Friesel
-0
/
+2
2021-11-11
AnalyticModel dref export: Add number of boolean/scalar/enum parameters
Daniel Friesel
-1
/
+31
2021-11-03
Set DFATOOL_FIT_LINEAR_ONLY=1 to omit non-linear functions from regression
Daniel Friesel
-18
/
+23
2021-11-01
add static & param model output to analyze-kconfig
Daniel Friesel
-26
/
+44
2021-11-01
move model quality table to dfatool.cli; add quality output to analyze-kconfig
Daniel Friesel
-53
/
+94
2021-10-28
analyze-config is legacy
Daniel Friesel
-0
/
+9
2021-10-28
kconfig loader: do not use frozendicts (json doesn't know about them)
Daniel Friesel
-3
/
+2
2021-10-28
analyze-kconfig: add dataref export
Daniel Friesel
-19
/
+88
2021-10-27
analyze-kconfig: allow observations to stored as intermediate json
Daniel Friesel
-55
/
+71
2021-10-27
kconfig: add DFATOOL_KCONF_IGNORE_NUMERIC / _STRING options
Daniel Friesel
-1
/
+13
2021-10-26
allow custom standard deviation thresholds for decision tree compilation
Daniel Friesel
-4
/
+51
2021-10-26
kconfig loader: load kconfig from its base directory
Daniel Friesel
-13
/
+18
2021-10-26
kconfig: enter project directory before loading kconfig
Daniel Friesel
-3
/
+18
2021-10-26
kconfig: always store config hash; handle randconfig without KCONFIG_SEED
Daniel Friesel
-1
/
+4
2021-10-25
"values" is countable
Daniel Friesel
-1
/
+1
2021-10-25
dataref export: handle missing MAPE entries
Daniel Friesel
-9
/
+21
2021-10-25
dataref export: always add / prefix to keys
Daniel Friesel
-1
/
+1
2021-10-25
model: Remove legacy with_function_leaves override
Daniel Friesel
-5
/
+6
2021-10-25
README: Add function leaves documentation
Daniel Friesel
-1
/
+2
2021-10-25
model: Set DFATOOL_DTREE_ENABLED=0 to disable dtree support
Daniel Friesel
-1
/
+3
2021-10-22
start documenting env
Daniel Friesel
-9
/
+11
2021-10-14
kconfig range enumeration: first valid condition wins
Daniel Friesel
-0
/
+1
2021-10-14
kconfig: properly evaluate conditions
Daniel Friesel
-1
/
+1
2021-10-14
Revert "update timing/rf24 singlefile test for co-dependent parameter detecti...
Daniel Friesel
-3
/
+15
2021-10-14
do not remove codependent parameters which have (None, !None) pairs
Daniel Friesel
-4
/
+19
2021-10-13
update timing/rf24 singlefile test for co-dependent parameter detection update
Daniel Friesel
-15
/
+3
2021-10-13
codependent_param_dict: Do not throw away entirely non-numeric parameters.
Daniel Friesel
-2
/
+4
2021-10-13
analyze-kconfig: add cross-validation support
Daniel Friesel
-8
/
+38
2021-10-13
Make CrossValidator independent of PTAModel signature
Daniel Friesel
-5
/
+10
2021-10-13
analyze-kconfig: do not allow stddev by default
Daniel Friesel
-1
/
+1
2021-10-13
kconfig: exhaustive enumeration of all valid configurations
Daniel Friesel
-1
/
+194
2021-10-11
kconfig: explore neighbourhood of int nodes
Daniel Friesel
-30
/
+52
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