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EpistasisLab
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scikit-mdr
A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.
MIT License
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26
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np.int is throwing a deprecation error
#29
benstear
opened
1 year ago
1
Cannot read the genetic data from github scikit-mdr library
#28
prashant-iiitd
opened
1 year ago
1
Cross-validation consistency and prediction error
#27
jluyapan
opened
4 years ago
0
Example for finding features with epistatic effects with scikit-mdr
#26
weixuanfu
opened
6 years ago
1
Confusion with documentation and MDR feature construction output
#25
jay-reynolds
closed
6 years ago
4
Update license statement to include authors
#24
rhiever
closed
6 years ago
0
reduce 200x200000 into 200x1000
#23
avilella
opened
7 years ago
3
cannot import module BaggingClassifier
#22
avilella
opened
7 years ago
3
Rework MDR into separate classes
#21
rhiever
closed
7 years ago
0
Add Classifier/RegressorMixin for TPOT and sklearn compatibility
#20
rhiever
closed
7 years ago
0
Add 3-way information gain to utils
#19
rhiever
closed
7 years ago
0
Divide utility functions into separate modules
#18
pschmitt52
opened
7 years ago
0
Add MDR utilities module and improve MDR model code
#17
rhiever
closed
7 years ago
1
Error when class labels aren't [0,1]
#16
hayleyson
closed
7 years ago
0
MDR doesn't work as a transform with sklearn pipelines
#15
rhiever
closed
7 years ago
0
Add warning about consistent encodings in documentation
#14
e-manduchi
opened
8 years ago
0
Add MDR utils module
#13
rhiever
opened
8 years ago
0
Add unit tests for MDREnsemble
#12
rhiever
opened
8 years ago
0
Fixed unit tests regarding tie_break default changes to 1
#11
TuanNguyen27
closed
8 years ago
0
Update README with more information on MDR model parameters
#10
rhiever
opened
8 years ago
0
Fixing scoring function according to comments (Fixes #3)
#9
TuanNguyen27
closed
8 years ago
2
Make sure that MDR is still valid when fit is called multiple times on the same instance
#8
rhiever
closed
8 years ago
0
Make scikit-mdr a Python package on PyPi
#7
rhiever
closed
8 years ago
1
Update some tests for custom metrics
#6
TuanNguyen27
closed
8 years ago
1
Expand unit tests
#5
rhiever
closed
8 years ago
0
Add continuous integration, landscape, and coverage services
#4
rhiever
closed
8 years ago
1
Allow the MDR scoring method to use arbitrary sklearn scoring metrics
#3
rhiever
closed
8 years ago
1
Unit tests
#2
TuanNguyen27
closed
8 years ago
0
Starting point code for MDR implementation
#1
TuanNguyen27
closed
8 years ago
0