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Technical noise should be integrated with the "clean" data generation process.
## Data generation process:
Currently there are two approaches to generate data:
1. structural causal models --> (n…
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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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Here is a simple ODE system (from some perturbation theory toy problem; the real problem is bigger):
```julia
using ModelingToolkit, DifferentialEquations
using ModelingToolkit: t_nounits as t, D_n…
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Because [systems of equations with and without connectors are displayed in different Latex environments](https://github.com/JuliaSymbolics/Symbolics.jl/commit/066408d7682883d6da7ec16a8a82aa0f6d016256)…
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Take the following model (Note: `Hydraulic` branch of the ModelingToolkitStandardLibrary is required currently)...
```julia
using ModelingToolkitStandardLibrary.Hydraulic.IsothermalCompressible: F…
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The following system simulates correctly without the event. The event affect function of the event is empty, so I would have expected it to have no effect.
```julia
using ModelingToolkit, OrdinaryDi…
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I have these cells on a notebook:
```python
import handcalcs.render
import forallpeople
forallpeople.environment('structural', top_level=True)
```
```python
from sympy import *
```
```p…
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The MTK modeling process seems to be as follows:
[@structural_parameters](https://docs.sciml.ai/ModelingToolkit/stable/basics/MTKModel_Connector/#Conditional-elements-of-the-system) determine the mo…
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## Description
All functions that involve some implicit physics or equation should be referenced and/or have the equation in the docstring.
- The equation is usually written in the computationally f…
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We are dealing with a model that we cannot share publicly, for which the backend shows weird behaviour at initialization.
The model is purely algebraic, does not contain any `der()` operator nor an…