[P] glum: High performance Python generalized linear modeling, a glmnet alternative!

1. glum

   1 2 320 8.5 Python

   High performance Python GLMs with all the features!

   

   I'm super excited to announce the release of glum (https://github.com/Quantco/glum/), a Python-first generalized linear modeling library. We focused a lot on correctness, performance and a powerful range of features. glum gets a 3-10x (or more) speed up over glmnet. It's also fun to use!

2. SaaSHub

   www.saashub.com featured

   SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

   

3. tabmat

   2 1 119 8.4 Python

   Efficient matrix representations for working with tabular data

   

   We're also releasing tabmat (https://github.com/Quantco/tabmat/), a tabular matrix backend for glum. It supports mixes of dense, sparse and categorical matrices. On some operations, tabmat is 50x faster than scipy.sparse! And it's memory-efficient.

4. pyGAM

   3 2 882 2.0 Python

   [HELP REQUESTED] Generalized Additive Models in Python

   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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