pyGAM

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Is there a means to suppress the progress bar displayed when fitting a GAM, performing a random search, sampling from a posterior probability distribution etc? It creates quite a large...

findaz

I'm creating this issue because your repo contains a `conf.py` file with ```python nbsphinx_prompt_width = 0 ``` ... presumably in an attempt to remove the prompts from code cells. I...

mgeier

Fix pyGAM to work with SkLearn GridSearchCV

1

This pull request aims to resolve #247. Minimal example: ```python import numpy as np import pandas as pd from sklearn.datasets import load_boston from sklearn.model_selection import GridSearchCV import pygam def gam(x,...

judahrand

Is there a way to handle zero inflation in pygam? In particular I'm looking at modeling scRNA-seq counts which would follow a zero-inflated poisson distribution.

ValerieMarot

Quick fixes for formula typos

1

This is in reference to #262 I changed the formulas to be single variable functions. I'm not sure if the previous intent was to imply the existence of the two...

pjk645-zz

[WIP] add decision function to LogisticGAM, for compat with sklearn multiclass

9

closes https://github.com/dswah/pyGAM/issues/196 - [x] add `decision_function` method to the `LogisticGAM` class for compatibility with sklearn's `OneVsRestClassifier` class - [x] test - [ ] refactor terms so that all argument processing...

dswah

``` >>> samples = gam1.sample(X, y, quantity='mu',n_draws=1000, n_bootstraps=5, objective='auto') 100% (11 of 11) |##################################################################################################################################################| Elapsed Time: 0:00:01 Time: 0:00:01 100% (11 of 11) |##################################################################################################################################################| Elapsed Time: 0:00:01 Time: 0:00:01 100%...

daniel-s-cunha

First of all, thanks for providing a such useful package. I have some questions regarding to the usage. 1. I tried to use f() to model the categorical variable in...

Ccccr4

Setting a seed for sample function

1

Some hierarchical modeling techniques require evaluating different statistics on _the same sample of the posterior_. Currently, there is no seed to set for the sample function.

daniel-s-cunha

Option to enter column name of dataframe as formula terms

1

I was trying to use pyGAM as I don't like changing my interface from Python to R. However, 'mgcv' package of R gives me the opportunity of devising the terms...

shounak112358