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dfatool
decisiontrees
feature/lennart/get_files_array
kconfig-modeling
lennart
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merge-prep/janis
merge-prep/lennart
state-duration-timers
Performance Model Generation for Configurable System Components
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2022-02-21
add dtree graphviz/dot export via --export-dot / to_dot()
Daniel Friesel
-2
/
+109
2022-02-18
move dataref export to cli.py
Daniel Friesel
-18
/
+14
2022-02-18
move --info to cli as well
Daniel Friesel
-53
/
+39
2022-02-18
move --log-level and --info to cli.py
Daniel Friesel
-25
/
+18
2022-02-18
add show_model_size option
Daniel Friesel
-0
/
+30
2022-02-10
only load kconfig / kconfiglib when required
Daniel Friesel
-2
/
+1
2022-02-09
allow dtree relevant parameter detection to be disabled
Daniel Friesel
-9
/
+32
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
2022-02-04
update tests for 8c118d357ad873349a2ae00ccf9bcd093c448df0
Daniel Friesel
-25
/
+25
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
update tests for 063b277b32e8bdde5ce04efdf236c7821c79a3da
Daniel Friesel
-17
/
+17
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
/
+55
2022-01-28
PTAModel: Add force_tree option
Daniel Friesel
-2
/
+59
2022-01-27
export dataref entries with deterministic order
Daniel Friesel
-2
/
+2
2022-01-27
add LMT support via https://github.com/cerlymarco/linear-tree
Daniel Friesel
-0
/
+2962
2022-01-26
Add tree attribute export for XGBoost
Daniel Friesel
-10
/
+32
2022-01-21
add depth / #nodes accessor to sklearn CART model
Daniel Friesel
-2
/
+28
2022-01-21
"if np.std(data) < 0". real galaxy brain condition right there.
Daniel Friesel
-1
/
+1
2022-01-21
parameters: fix xgb model dump
Daniel Friesel
-2
/
+3
2022-01-18
optionally export xgboost model
Daniel Friesel
-0
/
+3
2022-01-18
loader: gracefully handle uncreatable cache directory
Daniel Friesel
-0
/
+6
2022-01-17
build_tree: oops. properly set staticfunction
Daniel Friesel
-2
/
+4
2022-01-17
XGBoost: add env variables for num regressors and max depth
Daniel Friesel
-8
/
+14
2022-01-17
CART, XGBoost: Fall back to StaticFunction if no parameters are available
Daniel Friesel
-0
/
+10
2022-01-17
XGBoost: Input data must be two-dimensional
Daniel Friesel
-1
/
+1
2022-01-14
fix categorial-to-scalar handler for categorial values unseen during training
Daniel Friesel
-1
/
+1
2022-01-10
SKLearnRegressionFunction: handle unseen params in categorial_to_index mode
Daniel Friesel
-2
/
+13
2022-01-06
README: Document XGBoost
Daniel Friesel
-0
/
+1
2022-01-06
param_to_ndarray: remove debug output
Daniel Friesel
-3
/
+0
2022-01-06
perform categorial→scalar conversion based on env var
Daniel Friesel
-2
/
+7
2022-01-06
sklearn (CART, XGBoost): support mapping of categorial parameter values to sc...
Daniel Friesel
-10
/
+36
2022-01-06
test: adjust validator usage for 2c5bcd77f2c952cc5269ca3e4b6e0a7323ebd085
Daniel Friesel
-2
/
+2
2022-01-06
add preliminary xgboost support
Daniel Friesel
-1
/
+27
2022-01-06
add xv data to dref export
Daniel Friesel
-3
/
+3
2022-01-05
store decision tree attributes of xv models in dataref export
Daniel Friesel
-9
/
+57
2022-01-05
cross validation: return intermediate models used for XV
Daniel Friesel
-20
/
+28
2022-01-05
README: document sklearn cart
Daniel Friesel
-0
/
+2
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
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