pyGAM

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Wx-Geomatic

by-variable in pyGAM

1

Hi, I'm just checking on the status of "by-variables" in pyGAM. I saw that "by=" is an option, but when I create a term with by, for example s(3, by=0),...

dhops

linearGAM with sklearn gridsearchCV

9

Hi I tried implementing LinearGAM with sklearn's GridsearchCV and got an error when gridsearchCV tried to clone the estimator. The code is below: ```python def gam(x, y): lams = np.random.rand(10,...

hongkahjun

I'm hoping to use pyGAM but with the Tweedie distribution for medical testing. Is there any way to do this in the current state? Or is an update with this...

1carvercoleman

Poor scaling with core count?

2

I have been benchmarking some modeling on my laptop with 6 cores @ 2.6Ghz vs. a 32 core machine with faster Intel platinum cores @ 2.9Ghz. PyGAM has no trouble...

conduit242

I am currently looking to implement a function we have created in R in python. I am just about there. The R function uses the GAM functionality of MGCV, and...

henrytranter

[WIP] big data GAM

10

fixes https://github.com/dswah/pyGAM/issues/187 https://github.com/dswah/pyGAM/issues/76 fixes https://github.com/dswah/pyGAM/issues/124 write an example like pomegranate out of core: https://pomegranate.readthedocs.io/en/latest/ooc.html - [X] QR updating - [x] documentation - [x] all methods avoid using full model matrix...

dswah

model reuse

1

@dswah Thanks for creating this great package. I've been learning GAM and this package for the last few weeks, and I am at a stage pretty comfortable on the math/implementation...

yuzhou93

Dear pyGAM authors, Thank you for the great library. I found in the current documentation that it requires python >=3.6 (https://pypi.org/project/pygam/). Do you think python 3.8 will be supported as...

LishengSun

typo in "preduct"

1

https://github.com/dswah/pyGAM/blob/b57b4cf8783a90976031e1857e748ca3e6ec650b/pygam/pygam.py#L397

nickcorona