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dfatool
decisiontrees
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Performance Model Generation for Configurable System Components
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2022-05-20
Kconfig: support relative paths
Daniel Friesel
-1
/
+1
2022-05-20
Add a test benchmark for explore-kconfig
Daniel Friesel
-10
/
+18
2022-05-13
move enum_to_bool convertion to lib
Daniel Friesel
-3
/
+41
2022-05-10
CI: Automatically export x264 CART/RMT models
Daniel Friesel
-0
/
+3
2022-04-26
debug output improvements
Daniel Friesel
-1
/
+1
2022-04-01
--export-pgf-unparam: also export argument values
Daniel Friesel
-1
/
+9
2022-04-01
kconfig loader: expose .kconfig_root
Daniel Friesel
-13
/
+15
2022-04-01
cli: show_quality=table: sort keys and attributes
Daniel Friesel
-2
/
+2
2022-03-31
--export-pgf-unparam: add parameter values (e.g. for `restrict expr to domain`)
Daniel Friesel
-2
/
+9
2022-03-31
--export-raw-predictions: add parameter values
Daniel Friesel
-6
/
+22
2022-03-29
add --export-pgf-unparam option (export raw observations for pgfplots)
Daniel Friesel
-1
/
+16
2022-03-29
parameters: to_dot: Allow exporting single-node trees
Daniel Friesel
-1
/
+5
2022-03-28
StaticFunction#to_dot: round to two decimal places
Daniel Friesel
-1
/
+3
2022-03-23
RMT, CART, XGB: Add #leaves to dref export
Daniel Friesel
-14
/
+38
2022-03-21
dtree: fix missing function leaves when nonbinary nodes are disabled
Daniel Friesel
-7
/
+7
2022-03-18
CART export: use .left/.right instead of .child.left/.child.right
Daniel Friesel
-5
/
+2
2022-03-17
dtree: only compute by_param if ignore_irrelevant_parameters is set
Daniel Friesel
-6
/
+7
2022-03-17
dataref export: LMT: add number of leaves
Daniel Friesel
-0
/
+3
2022-03-17
LMT: Fix max_depth and number_of_leaves getters
Daniel Friesel
-2
/
+4
2022-03-10
LMT max_depth is broken
Daniel Friesel
-0
/
+1
2022-03-03
functions: black
Daniel Friesel
-3
/
+5
2022-03-03
CART: to_json: use .left / .right instead of ."<=" / .">"
Daniel Friesel
-2
/
+2
2022-03-02
ModelAttribute.to_json: special handling for CARTFunction. TODO refactoring
Daniel Friesel
-0
/
+45
2022-03-02
CARTFunction: Add to_json method (adapted from Lennart Kaiser)
Daniel Friesel
-0
/
+44
2022-03-01
refactor tree generation overrides into build_dtree
Daniel Friesel
-128
/
+40
2022-03-01
Add SKLEARN DECART support
Daniel Friesel
-5
/
+37
2022-03-01
LMT: set max depth to 20
Daniel Friesel
-1
/
+1
2022-02-25
add --export-raw-predictions
Daniel Friesel
-4
/
+19
2022-02-24
add --export-xv option for t-tests and the like
Daniel Friesel
-0
/
+13
2022-02-24
AnalyticFunction: catch dividy by zero errors and the likes
Daniel Friesel
-1
/
+7
2022-02-22
kconfig: do not add choices to param dict if DFATOOL_KCONF_WITH_CHOICE_NODES=0
Daniel Friesel
-0
/
+1
2022-02-22
ModelAttribute: Keep original parameters when handling interdependent ones
Daniel Friesel
-2
/
+3
2022-02-21
add dtree graphviz/dot export via --export-dot / to_dot()
Daniel Friesel
-0
/
+101
2022-02-18
move dataref export to cli.py
Daniel Friesel
-0
/
+12
2022-02-18
move --info to cli as well
Daniel Friesel
-0
/
+28
2022-02-18
move --log-level and --info to cli.py
Daniel Friesel
-0
/
+12
2022-02-18
add show_model_size option
Daniel Friesel
-0
/
+24
2022-02-10
only load kconfig / kconfiglib when required
Daniel Friesel
-1
/
+0
2022-02-09
allow dtree relevant parameter detection to be disabled
Daniel Friesel
-9
/
+31
2022-02-07
SplitFunction: Use mean of children for predicting unknown values
Daniel Friesel
-4
/
+10
2022-02-04
use O(n) instead of O(2^m) iterator in _mean_std_by_param. Oops.
Daniel Friesel
-20
/
+16
2022-02-02
build_dtree: improve debug output
Daniel Friesel
-7
/
+7
2022-02-02
build_dtree: ignore codependent parameters
Daniel Friesel
-0
/
+1
2022-02-01
dref export: static and analytic function ≙ single-node tree
Daniel Friesel
-0
/
+3
2022-01-31
RMT generation: only split on relevant variables
Daniel Friesel
-3
/
+19
2022-01-31
ParamStats: Remove unused can_be_fitted function
Daniel Friesel
-30
/
+0
2022-01-31
LMT generation: Catch LinAlg errors (e.g. during SVD), fall back to static
Daniel Friesel
-1
/
+6
2022-01-31
allow parameter values to be adjusted before modeling
Daniel Friesel
-0
/
+49
2022-01-28
PTAModel: Add force_tree option
Daniel Friesel
-1
/
+50
2022-01-27
add LMT support via https://github.com/cerlymarco/linear-tree
Daniel Friesel
-0
/
+2961
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