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gelijergensen
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PermutationImportance
Python package for computing the importance of variables in a model through permutation selection
MIT License
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Bump scipy from 1.1.0 to 1.10.0
#85
dependabot[bot]
opened
1 year ago
0
Unsuccessful permutation with pandas objects in scoring_data
#84
chiemvs
closed
4 years ago
6
Predicting probabilities
#83
monte-flora
closed
5 years ago
5
Determining if data is probabilistic
#82
monte-flora
closed
4 years ago
8
Fixed parameter order in the eval_fn calls
#81
gelijergensen
closed
5 years ago
0
Predictions and targets are out of order in sklearn_api.py
#80
monte-flora
closed
5 years ago
3
Partial dependency
#79
gelijergensen
closed
5 years ago
1
Removed html from readme and made image an absolute image
#78
gelijergensen
closed
5 years ago
0
Documentation
#77
gelijergensen
closed
5 years ago
1
Early stopping callbacks
#76
gelijergensen
opened
5 years ago
0
Scoring strategies should be called optimization strategies
#75
gelijergensen
opened
5 years ago
0
Datasets larger than 2GB cannot be pickled
#74
gelijergensen
opened
5 years ago
0
Fixed the original score to be computed over the entire dataset
#73
gelijergensen
closed
5 years ago
0
Bug: Default score of model_scorer needs to be bootstrapped
#72
gelijergensen
closed
5 years ago
0
Sequential Forward Selection original score is misleading
#71
gelijergensen
closed
5 years ago
0
Upgraded the multithreading structure to a pool_imap_unordered call
#70
gelijergensen
closed
5 years ago
0
Queues for multithreading deadlocking
#69
gelijergensen
closed
5 years ago
0
Scoring strategy composition
#68
gelijergensen
closed
5 years ago
0
Bug: argmin_of_mean does not calculate expected value
#67
gelijergensen
closed
5 years ago
0
Multivalued scoring
#66
gelijergensen
closed
5 years ago
0
Scoring should be able to return non-floats
#65
gelijergensen
closed
5 years ago
0
Bug: Metrics spew out warnings (maybe /0 error?)
#64
gelijergensen
closed
5 years ago
2
Bug: Variable names must be numpy array
#63
gelijergensen
closed
5 years ago
0
Kwargs provided to metrics
#62
gelijergensen
closed
5 years ago
0
Version 1.2
#61
gelijergensen
closed
5 years ago
0
Package for version 1.2
#60
gelijergensen
closed
5 years ago
0
Permutation integration
#59
gelijergensen
closed
5 years ago
0
Bootstrapping redux
#58
gelijergensen
closed
5 years ago
0
Permutation integration tests
#57
gelijergensen
closed
5 years ago
1
Bootstrapping redux
#56
gelijergensen
closed
5 years ago
1
Permutation redux
#55
gelijergensen
closed
5 years ago
0
Sklearn API for permutation
#54
gelijergensen
closed
5 years ago
2
Added tests to ensure complete integration
#53
gelijergensen
closed
5 years ago
0
Added metrics, error handling, and tests
#52
gelijergensen
closed
5 years ago
0
Documentation
#51
gelijergensen
closed
5 years ago
0
Final integration tests
#50
gelijergensen
closed
5 years ago
0
Metrics
#49
gelijergensen
closed
5 years ago
0
Added support for sklearn
#48
gelijergensen
closed
5 years ago
0
Added the computation of the original score
#47
gelijergensen
closed
5 years ago
0
Added Sequential Backward Selection
#46
gelijergensen
closed
5 years ago
0
Result needs original score
#45
gelijergensen
closed
5 years ago
0
Added support for multithreading on sequential selection
#44
gelijergensen
closed
5 years ago
0
Selection strategy class
#43
gelijergensen
closed
5 years ago
0
Added averaging of results over different bootstrap iters
#42
gelijergensen
closed
5 years ago
0
Subsampling
#41
gelijergensen
closed
5 years ago
1
Upgrade selection strategy to class
#40
gelijergensen
closed
5 years ago
0
Provide API for scoring methods
#39
gelijergensen
closed
5 years ago
1
Added sequential forward selection and simple test
#38
gelijergensen
closed
5 years ago
0
Bootstrapping
#37
gelijergensen
closed
5 years ago
1
Merge sequential selection and permutation importance
#36
gelijergensen
closed
5 years ago
0
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