glum
pyGAM
| glum | pyGAM | |
|---|---|---|
| 2 | 2 | |
| 285 | 839 | |
| 2.8% | - | |
| 8.3 | 2.4 | |
| 9 days ago | 8 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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glum
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[P] glum: High performance Python generalized linear modeling, a glmnet alternative!
Thanks for the comment. Are you installing through conda or pip? conda install -c conda-forge glum should work for you! pip installation is not currently properly/fully supported (https://github.com/Quantco/glum/issues/463).
pyGAM
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[P] glum: High performance Python generalized linear modeling, a glmnet alternative!
GLMs are nice and all, but I'd also like to see some love for GAMs. pygam looks pretty much dead for some years now.
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[P] Which Machine Learning Classifiers are best for small datasets? An empirical study
Ah they haven't quite gotten around to supporting multiclass classification yet! https://github.com/dswah/pyGAM/pull/213
What are some alternatives?
vouch-proxy - an SSO and OAuth / OIDC login solution for Nginx using the auth_request module
scikit-learn - scikit-learn: machine learning in Python
EvoTrees.jl - Boosted trees in Julia
optuna - A hyperparameter optimization framework
tabmat - Efficient matrix representations for working with tabular data
DALEX - moDel Agnostic Language for Exploration and eXplanation
xcalib - Load 'vcgt'-tag of ICC profiles to X-server and MS-Windows. Works on calibration stage, which can be a precondition for display ICC color conversions.
Empirical_Study_of_Ensemble_Learning_Methods - Training ensemble machine learning classifiers, with flexible templates for repeated cross-validation and parameter tuning
voicemeeter-auto-affinity - Automatically sets the affinity of "audiodg.exe" to only one core on computer start to fix the crackling noises that can occur in VoiceMeeter.
mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation