JamesYang007/adelie
A fast and flexible Python package for efficiently solving lasso, elastic net, group lasso, and group elastic net problems.
C++MIT
Issues
- 3
Convex neural network
#116 opened by JamesYang007 - 4
scikit compatible learners
#114 opened by apoorvalal - 0
Change multi-response grouping
#113 opened by JamesYang007 - 8
Group elastic net with constraints?
#64 opened by JamesYang007 - 0
Extend adelie to support different penalties
#109 opened by JamesYang007 - 0
Trevor's user-feedback
#106 opened by JamesYang007 - 9
Problems encountered with Windows installation
#101 opened by Tianbo-Diao - 0
Guide on generating user path cleverly
#104 opened by JamesYang007 - 0
User guide documentation beef up
#78 opened by JamesYang007 - 0
Glinternet User Guide
#103 opened by JamesYang007 - 0
CV Improvements
#100 opened by JamesYang007 - 3
- 0
Copy user inputs everywhere in the codebase
#94 opened by JamesYang007 - 1
glinternet example
#90 opened by JamesYang007 - 1
TODO
#95 opened by JamesYang007 - 0
Missing API documentation
#96 opened by JamesYang007 - 0
Build binaries too large
#97 opened by JamesYang007 - 0
Short Project Ideas
#89 opened by JamesYang007 - 1
`sp_btmul` change API?
#92 opened by JamesYang007 - 0
Change API with `dtype` in `glm`?
#93 opened by JamesYang007 - 0
Change all XTX operations
#91 opened by JamesYang007 - 0
SNP matrix compact dense version
#88 opened by JamesYang007 - 2
`exclude` parameter
#87 opened by JamesYang007 - 0
Implement Pythonic matrix operations
#84 opened by JamesYang007 - 0
- 0
`ad.io` can have better safety mechanisms
#82 opened by JamesYang007 - 0
Optimization TODO
#86 opened by JamesYang007 - 0
Differences with glmnet
#81 opened by JamesYang007 - 0
SNP unphased and phased optimization
#83 opened by JamesYang007 - 0
Concatenate rows
#80 opened by JamesYang007 - 0
Add special indicator of error message to distinguish from non-adelie errors
#77 opened by JamesYang007 - 0
Missing Tests
#57 opened by JamesYang007 - 0
Sparse covariance matrix
#75 opened by JamesYang007 - 0
Redo default args
#76 opened by JamesYang007 - 0
Covariance matrix block diagonal
#74 opened by JamesYang007 - 0
Data generation improvements
#63 opened by JamesYang007 - 0
Sparse Matrix
#69 opened by JamesYang007 - 0
Diagnostic for covariance method
#73 opened by JamesYang007 - 0
Docs add source code external link
#72 opened by JamesYang007 - 0
Allow link function in GLMs
#68 opened by JamesYang007 - 0
CV change validation loss
#71 opened by JamesYang007 - 0
Coefficient plot options
#70 opened by JamesYang007 - 0
- 0
`mmap` large SNP files
#67 opened by JamesYang007 - 0
Add `.shape` for matrices
#66 opened by JamesYang007 - 0
Cox careful testing against `coxdev`
#62 opened by JamesYang007 - 0
Docs TODO
#61 opened by JamesYang007 - 0
Progress bar penguins O_O
#60 opened by JamesYang007 - 0
Add covariance method full solver
#59 opened by JamesYang007 - 0
Cox Implementation
#58 opened by JamesYang007