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JamesYang007
/
adelie
A fast and flexible Python package for solving group lasso and elastic net problems.
https://jamesyang007.github.io/adelie/
MIT License
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Add special indicator of error message to distinguish from non-adelie errors
#77
JamesYang007
closed
6 months ago
0
Redo default args
#76
JamesYang007
closed
6 months ago
0
Sparse covariance matrix
#75
JamesYang007
closed
6 months ago
0
Covariance matrix block diagonal
#74
JamesYang007
closed
6 months ago
0
Diagnostic for covariance method
#73
JamesYang007
closed
6 months ago
0
Docs add source code external link
#72
JamesYang007
closed
6 months ago
0
CV change validation loss
#71
JamesYang007
closed
6 months ago
0
Coefficient plot options
#70
JamesYang007
closed
6 months ago
0
Sparse Matrix
#69
JamesYang007
closed
6 months ago
0
Allow link function in GLMs
#68
JamesYang007
closed
6 months ago
0
`mmap` large SNP files
#67
JamesYang007
closed
6 months ago
0
Add `.shape` for matrices
#66
JamesYang007
closed
6 months ago
0
Add safeguard on coordinate descent block update checking max iters
#65
JamesYang007
closed
6 months ago
0
Group elastic net with constraints?
#64
JamesYang007
closed
2 months ago
8
Data generation improvements
#63
JamesYang007
closed
6 months ago
0
Cox careful testing against `coxdev`
#62
JamesYang007
closed
7 months ago
0
Docs TODO
#61
JamesYang007
closed
7 months ago
0
Progress bar penguins O_O
#60
JamesYang007
closed
7 months ago
0
Add covariance method full solver
#59
JamesYang007
closed
7 months ago
0
Cox Implementation
#58
JamesYang007
closed
7 months ago
0
Missing Tests
#57
JamesYang007
closed
6 months ago
0
TODO
#56
JamesYang007
closed
7 months ago
0
User-configurable method to check for early-stopping
#55
JamesYang007
closed
6 months ago
0
Documentation Revamp
#54
JamesYang007
closed
7 months ago
0
`kronecker_eye` optimization for dense matrices
#53
JamesYang007
closed
8 months ago
0
Input checking
#52
JamesYang007
closed
8 months ago
0
`sp_btmul` optimization
#51
JamesYang007
closed
7 months ago
0
kronecker_eye for multi-response GLMs
#50
JamesYang007
closed
8 months ago
0
Gaussian Naive move `resid_sum` as passable input for consistency?
#49
JamesYang007
closed
8 months ago
0
Implement `offset`
#48
JamesYang007
closed
8 months ago
0
New GLM design
#47
JamesYang007
closed
8 months ago
0
Add `None` option to all diagnostic (or all) functions that want `glm`
#46
JamesYang007
closed
8 months ago
0
GLM Extension Primer
#45
JamesYang007
closed
7 months ago
0
Matrix Extension Primer
#44
JamesYang007
closed
7 months ago
0
Refactor Plan
#43
JamesYang007
closed
8 months ago
0
Benchmark against other packages
#42
JamesYang007
closed
5 months ago
0
Experiment with convergence criterion
#41
JamesYang007
closed
8 months ago
0
Remove all buffers from state objects as local variables in solver functions
#40
JamesYang007
closed
8 months ago
0
Add early stopping rule based on number of active values
#39
JamesYang007
closed
8 months ago
0
state API should contain reference to original `y`
#38
JamesYang007
closed
9 months ago
0
Parallelism Primer
#37
JamesYang007
closed
7 months ago
0
SIGINT pybind checker in active set loop
#36
JamesYang007
closed
9 months ago
0
Progress bar
#35
JamesYang007
closed
9 months ago
0
UKB Analysis TODOS
#34
JamesYang007
closed
7 months ago
0
General GLM
#33
JamesYang007
closed
8 months ago
0
Real Data Analysis Debugging
#32
JamesYang007
closed
9 months ago
0
TODO 12/02
#31
JamesYang007
closed
9 months ago
0
TODO 11/8
#30
JamesYang007
closed
9 months ago
0
Refactor 11/6
#29
JamesYang007
closed
11 months ago
0
Application to SNP Data
#28
JamesYang007
closed
10 months ago
0
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