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mind-inria
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hidimstat
HiDimStat: High-dimensional statistical inference tool for Python
https://mind-inria.github.io/hidimstat
BSD 2-Clause "Simplified" License
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30 accelerate cpi by using batch prediction and numpy array operations instead of for loop
#31
jpaillard
closed
1 week ago
1
Accelerate CPI by using batch prediction and Numpy array operations instead of for loop
#30
jpaillard
closed
1 week ago
1
26 Variable importance: support 'decision_fn' 'transform' methods
#29
jpaillard
closed
1 week ago
7
Add reproducibility tests
#28
jpaillard
opened
1 month ago
0
25 add support for `pd.DataFrame` in CPI LOCO and PrmutationImportance
#27
jpaillard
closed
1 month ago
2
CPI: more fine-grained control of predict methods
#26
dengemann
closed
1 week ago
3
Add support for `pd.DataFrame` in CPI, LOCO and PermutationImportance
#25
jpaillard
closed
1 month ago
1
Add corrected t-test for K-fold cross-fitting
#24
jpaillard
opened
1 month ago
3
Change README.md to a more precise installation guidance
#23
tbng
opened
1 month ago
1
Add CPI, LOCO and PermutationImportance to api.rst
#22
jpaillard
closed
1 month ago
1
Adding more detailed requirements.txt to the installation process
#21
tbng
opened
1 month ago
10
Add "source" link to online doc
#20
jpaillard
opened
1 month ago
0
Missing doc for CPI & LOCO
#19
jpaillard
closed
1 month ago
1
Separate ML models from the main `hidimstat` library
#18
jpaillard
opened
1 month ago
4
VIM: choice of the API
#17
jpaillard
closed
1 month ago
6
REL 0.2.0b
#16
bthirion
closed
2 months ago
1
Fix build
#15
bthirion
closed
2 months ago
2
Refactor CPI
#14
jpaillard
closed
1 month ago
12
BBI: covariate estimator currently only supports `sampling_RF` and `RF`
#13
jpaillard
closed
1 month ago
2
BBI: Should the covariate estimator be fitted on the training or test set ?
#12
jpaillard
closed
1 month ago
2
`hd_inference` should be private
#11
achamma723
opened
4 months ago
0
Using only one function/module for data simulation
#10
achamma723
opened
4 months ago
0
Failure of build with windows OS
#9
achamma723
opened
4 months ago
0
[WIP]: e-values KO examples and utils test
#8
achamma723
closed
3 months ago
6
[FIX]: Tackle Old PRs
#7
achamma723
closed
3 months ago
4
It is weird to incldue this at that level. Shouldn't this kind of pre-processing be done in a preliminary step ?
#6
bthirion
opened
4 months ago
0
[FIX]: BBI residuals vs Sampling example
#5
achamma723
closed
4 months ago
7
[FIX]: Diabetes example
#4
achamma723
closed
4 months ago
2
[FIX]: BBI documentation + Add LOCO as importance function
#3
achamma723
closed
4 months ago
9
Examples for BBI usecases
#2
achamma723
opened
4 months ago
0
LOCO with RF implementation
#1
achamma723
closed
4 months ago
0