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# Minimal example
```python
import time
import arviz as az
import numpy as np
import nutpie
import pandas as pd
import pymc as pm
BETA = [1.0, -1.0, 2.0, -2.0]
SIGMA = 10.0
def ge…
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Hello! I'm trying to reproduce the model from the [Bayesian Estimation Supersedes the t-Test](https://jkkweb.sitehost.iu.edu/articles/Kruschke2013JEPG.pdf#page=3) paper in Bambi.
I would like to s…
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Ideally, all the model estimation should be handled by PyMC. I'm currently using Emcee because gradients aren't available for several steps in the solution process, including:
1. Log linearization
…
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Just wondering the reasoning behind `initial_guess`to be set flat across all channels.
https://github.com/pymc-labs/pymc-marketing/blob/9755d3b16f1389bc695a3dac3495a47e1cce0ee9/pymc_marketing/mmm…
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Create a notebook where we show the possible DAGs & relationships able to recover with the different PyMC-Marketing models.
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The MMM example notebook, the Budget Allocation notebook, the Lift Test Calibration notebook, and likely others specify the versions of python, matplotlib, arviz, numpy, pandas, pymc, and pytensor. S…
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### Description
We almost have PyMC working natively under pyodide. But upon import we get an error importing multiprocessing which isn't included in pyodide:
```
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[PyMC](https://www.pymc.io/welcome.html) is a python library that tries to fit bayesian models with Markov Chain Monte Carlo. BARN essentially fits that mold, so it would be instructive and potential…
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Hi there, is it possible to plot each channel contribution in different subplots for the mmm.plot_channel_contribution_grid() ?
https://www.pymc-marketing.io/en/latest/api/generated/pymc_marketing.…
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This is for https://github.com/pymc-devs/pymc/issues/3242 and https://github.com/pymc-devs/pymc/issues/6992.
cc: @ricardoV94 @zaxtax
The first hackathon for this will be on **Friday 31st May**. B…