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transferwise
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hisel
Feature selection tool based on Hilbert-Schmidt Independence Criterion
Apache License 2.0
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Bump tqdm from 4.66.1 to 4.66.3
#51
dependabot[bot]
opened
4 months ago
0
Feature selection - Recommended workflow
#50
claudio-tw
closed
1 year ago
0
Correct typo in tw-rules
#49
claudio-tw
closed
1 year ago
2
Remove Run trufflehog check from tw-rules
#48
claudio-tw
closed
1 year ago
4
New Github actions on ubuntu-latest
#47
claudio-tw
closed
1 year ago
2
Remove init file from tests/
#46
claudio-tw
closed
1 year ago
2
README - Installation from PyPi
#45
claudio-tw
closed
1 year ago
2
Performance bottleneck in Least Angle Regression
#44
claudio-tw
opened
1 year ago
1
Remove float precision in Least Angle Regression
#43
claudio-tw
closed
1 year ago
1
Profiling - Select with GPU and LAR comparison
#42
claudio-tw
closed
1 year ago
0
GPU support - Installation extras of CuPy and Implementation of Cuda kernels
#41
claudio-tw
closed
1 year ago
0
Handling of Discrete and Continuous variables - Two kernel types
#40
claudio-tw
closed
1 year ago
0
Profiling scripts - Assess function performance
#39
claudio-tw
closed
1 year ago
0
Remove conda environment files and txt requirements
#38
claudio-tw
closed
1 year ago
0
Prepare the repo for open-sourcing
#37
claudio-tw
closed
1 year ago
1
New codeownwer - Pere
#36
claudio-tw
closed
1 year ago
1
HISEL v0.4.0 - Better user interface
#35
claudio-tw
closed
1 year ago
0
Use two kernel types at once
#34
claudio-tw
closed
1 year ago
1
HISEL - Version 0.3.0 with feature-selection interface
#33
claudio-tw
closed
1 year ago
0
Dependencies - downgrade pandas to >=1.5.3
#32
claudio-tw
closed
1 year ago
0
All codeowners at the same level
#31
claudio-tw
closed
1 year ago
1
Comprehensive API for selection - to be used in tw-experimentation
#30
claudio-tw
closed
1 year ago
0
Add Julian as Code Owner
#29
claudio-tw
closed
1 year ago
1
Experiment: Nonconclusive single-marginal metric of dependence
#28
claudio-tw
closed
1 year ago
0
Feature Selection Search - Sampling of permutations
#27
claudio-tw
closed
1 year ago
0
Bump pyproject.toml to version 0.2.1
#26
claudio-tw
closed
1 year ago
0
Study notebooks - Comparison with Boruta
#25
claudio-tw
closed
1 year ago
0
Dependence on ensemble - failure of HSIC
#24
claudio-tw
closed
1 year ago
0
hisel v0.2.0 - pyproject and wheel
#23
claudio-tw
closed
1 year ago
0
Examples with mixture of categorical and continuous feature vector
#22
claudio-tw
closed
1 year ago
0
HSIC Lasso regularisation curve - Autoselect
#21
claudio-tw
closed
1 year ago
0
Nonlinear transformation example - Effectiveness of HSICSelector
#20
claudio-tw
closed
1 year ago
0
Full-stack selection with ksg mutual information
#19
claudio-tw
closed
1 year ago
0
Categorical X variable - Test and demo
#18
claudio-tw
closed
1 year ago
0
Github actions - Set the flag QUICK_TEST to False
#17
claudio-tw
closed
1 year ago
0
Readme - Add installation instructions with arti
#16
claudio-tw
closed
1 year ago
0
Demonstrate usage of hisel in classification problem
#15
claudio-tw
closed
1 year ago
0
Github tests are inconsistent with intended usage and they occasionally fail
#14
claudio-tw
closed
1 year ago
1
Use poetry in tests of github workflow
#13
claudio-tw
closed
1 year ago
0
Delta kernel for categorical variables - gram matrix and api
#12
claudio-tw
closed
1 year ago
0
Build and distribute - no cython
#11
claudio-tw
closed
1 year ago
1
Sort features by decreasing relevance when testing lar implementation
#10
claudio-tw
closed
1 year ago
1
TW requirements - Write codeowners
#9
claudio-tw
closed
1 year ago
17
Productionise
#8
claudio-tw
closed
1 year ago
2
Torch option from Selector
#7
claudio-tw
closed
1 year ago
0
Auto-select method in Selector
#6
claudio-tw
closed
1 year ago
0
Regularisation curves and lasso paths
#5
claudio-tw
closed
1 year ago
0
Improve accuracy
#4
claudio-tw
closed
1 year ago
0
Use pyHSICLasso for reconciliation purposes
#3
claudio-tw
closed
1 year ago
0
Fist version of API
#2
claudio-tw
closed
1 year ago
0
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