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dfatool
decisiontrees
feature/lennart/get_files_array
kconfig-modeling
lennart
main
master
merge-prep/janis
merge-prep/lennart
state-duration-timers
Performance Model Generation for Configurable System Components
derf
summary
refs
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tree
commit
diff
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README.md
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2024-11-08
README: Add references to repository mirrors
Birte Kristina Friesel
-0
/
+8
2024-10-21
README: document CSV loader variables
Birte Kristina Friesel
-0
/
+2
2024-07-19
Add DFATOOL_ULS_FUNCTIONS variable
Birte Kristina Friesel
-0
/
+1
2024-03-22
RMT: add max depth hyper-parameter
Birte Kristina Friesel
-0
/
+1
2024-03-07
feature pre-processing via information gain
Birte Kristina Friesel
-0
/
+2
2024-03-07
RMT: support mutual information-based parameter relevance
Birte Kristina Friesel
-1
/
+2
2024-03-07
DFATOOL_RMT_IGNORE_IRRELEVANT_PARAMS=1 → DFATOOL_RMT_RELEVANCE_METHOD=std_b...
Birte Kristina Friesel
-1
/
+1
2024-03-07
Replace RMT_ENABLED=0 with MODEL=uls
Birte Kristina Friesel
-2
/
+1
2024-03-06
Add LightGBM support
Birte Kristina Friesel
-1
/
+12
2024-02-26
add RMT_SUBMODEL=cart
Birte Kristina Friesel
-1
/
+1
2024-02-22
Support Symbolic Regression rather than ULS in RMT leaves
Birte Kristina Friesel
-1
/
+1
2024-02-22
Replace DFATOOL_RMT_FUNCTION_LEAVES=0 with DFATOOL_RMT_SUBMODEL=static
Birte Kristina Friesel
-2
/
+1
2024-02-21
make SymbolicRegressionFunction inherit from SKLearnRegressionFunction
Birte Kristina Friesel
-1
/
+1
2024-02-21
Rename DFATOOL_FIT_LINEAR_ONLY=1 to DFATOOL_SUBMODEL=fol
Birte Kristina Friesel
-1
/
+1
2024-02-21
Rename DFATOOL_DTREE_* to DFATOOL_RMT_*
Birte Kristina Friesel
-5
/
+5
2024-02-21
Replace DFATOOL_FIT_FOL with DFATOOL_MODEL=fol
Birte Kristina Friesel
-2
/
+1
2024-02-21
update documentation and examples
Birte Kristina Friesel
-4
/
+1
2024-02-19
categorial → categorical
Birte Kristina Friesel
-1
/
+1
2024-02-09
frozendict is no longer required
Birte Kristina Friesel
-2
/
+1
2024-02-06
README: Clarify DFATOOL_LMT_MIN_SAMPLES_LEAF semantics
Birte Kristina Friesel
-1
/
+1
2024-01-26
LMT documentation: refer to lineartree.py for details
Birte Kristina Friesel
-2
/
+2
2024-01-25
Use LMT algorithm defaults for max depth and min samples leaf.
Birte Kristina Friesel
-4
/
+4
2024-01-25
XGB: switch to XGBoost defaults
Birte Kristina Friesel
-7
/
+7
2024-01-25
LMT: Tailor hyper-parameters towards higher accuracy (and longer training time)
Birte Kristina Friesel
-1
/
+6
2024-01-19
README: Specify that DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 sorts lexically
Birte Kristina Friesel
-1
/
+1
2024-01-19
README: Nowadays, DFATOOL_ULS_ERROR_METRIC=ssr by default
Birte Kristina Friesel
-1
/
+1
2024-01-18
Rename DFATOOL_{'' → ULS_}SKIP_CODEPENDENT_CHECK
Birte Kristina Friesel
-1
/
+1
2024-01-18
Document DFATOOL_SKIP_CODEPENDENT_CHECK
Birte Kristina Friesel
-0
/
+1
2024-01-18
kconfig: ignore strings by default (implicit DFATOOL_KCONF_IGNORE_STRING=1)
Birte Kristina Friesel
-1
/
+1
2024-01-17
Disable DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS by default
Birte Kristina Friesel
-1
/
+1
2024-01-12
Expose DFATOOL_ULS_MIN_DISTINCT_VALUES training hyper-parameter
Birte Kristina Friesel
-0
/
+1
2024-01-12
It's THRESHOLD, not TRESHOLD. Oops.
Birte Kristina Friesel
-1
/
+1
2024-01-12
Document DFATOOL_PARAM_RELEVANCE_TRESHOLD
Birte Kristina Friesel
-0
/
+1
2024-01-11
add model assessment documentation
Birte Kristina Friesel
-0
/
+1
2024-01-11
doc: mention that --plot-param also shows model predictions
Birte Kristina Friesel
-1
/
+1
2024-01-10
Expose more XGBoost training hyper-parameters via environment variables
Birte Kristina Friesel
-4
/
+16
2024-01-09
RMT: Add links to RMT and non-binary tree node papers
Birte Kristina Friesel
-1
/
+1
2023-12-14
paramfit: Introduce DFATOOL_ULS_ERROR_METRIC for non-rmsd function selection
Birte Kristina Friesel
-0
/
+1
2023-12-08
README: Document OMP_NUM_THREADS for xgboost
Birte Kristina Friesel
-0
/
+1
2023-12-01
textual and visual data analysis (wip)
Birte Kristina Friesel
-0
/
+8
2023-11-27
some more documentation cleanup
Birte Kristina Friesel
-15
/
+13
2023-11-27
how do I even markdown
Birte Kristina Friesel
-5
/
+5
2023-11-27
README: move SPL documentation into separate files
Birte Kristina Friesel
-49
/
+10
2023-11-13
README: list of supported performance models
Birte Kristina Friesel
-0
/
+17
2023-11-13
more specific logfile limitations
Birte Kristina Friesel
-1
/
+2
2023-11-13
README: dfatool also supports generic logfile analysis
Birte Kristina Friesel
-3
/
+13
2022-11-29
README: remove duplicate DFATOOL_KCONF_WITH_CHOICE_NODES mention
Daniel Friesel
-1
/
+1
2022-10-21
README: refer to kconfig-webconf documentation for NFP model usage
Daniel Friesel
-2
/
+4
2022-10-13
README: model generation for kconfig-webconf
Daniel Friesel
-2
/
+13
2022-09-23
readme: add more references to project files
Daniel Friesel
-3
/
+2
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