https://github.com/cadcad-org/snippets

Repo containing notebooks showcasing features and applications of cadCAD.
https://github.com/cadcad-org/snippets

cadcad data-science education python simulation snippets

Last synced: about 6 hours ago
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Repo containing notebooks showcasing features and applications of cadCAD.

• Host: GitHub
• URL: https://github.com/cadcad-org/snippets
• Owner: cadCAD-org
• License: mit
• Created: 2020-12-16T19:16:01.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2024-09-07T16:42:09.000Z (5 months ago)
• Last Synced: 2024-09-07T18:06:42.384Z (5 months ago)
• Topics: cadcad, data-science, education, python, simulation, snippets
• Language: HTML
• Homepage:
• Size: 24 MB
• Stars: 11
• Watchers: 6
• Forks: 8
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
[![Convert Jupyter Noteboks](https://github.com/cadCAD-org/snippets/actions/workflows/main.yml/badge.svg?branch=main)](https://github.com/cadCAD-org/snippets/actions/workflows/main.yml)

# demos/snippets

This is a repo containing notebooks and python files showcasing features and

applications of cadCAD in a more brief and quick way. If you have any kind of 

snippet or mini-demo showing how to do something, this is the place to put it!

## How to contribute

Fork this repo, make a commit containing your snippet additions / changes, and **don't forget to update this README**!

## Categories of snippets

### Models for scaffolding

* minimal_model.ipynb - The simplest model that you can get

* minimal_param_sweep.ipynb - The simplest model with parameter sweep and Monte Carlo runs

* minimal_prey_predator.ipynb - A minimalistic version of the SD P&P demo

### Integrations with cadCAD

* interpolated_timeseries.ipynb - A mini-demo showing how to put sparse time series 

inside cadCAD models through interpolation

* diagram.ipynb - Generate diagrams for illustrating a model logic and structure

* parameter_sensitivity - Shows how to use the cadCAD_machine_search sensitivity viz and parameter sweep features

### cadCAD hacks

* param_navigation.ipynb - How to append parameters to the results dataframe

* psub_metadata.ipynb - How to use PSUB metadata for pre-processing

* psub_map_label.ipynb - Referencing Partial State Update Blocks labels to substeps in cadCAD

### Debugging

* execution_time_decorator.ipynb - Putting decorators for debugging the logic

execution time

* memory_buster.ipynb - A cadCAD model for blowing the memory usage. 

Can be useful for debugging

### Other

* game_hack.ipynb - Repeated Prisioners Dilemma in cadCAD

* cadCAD_minimal.ipynb - A very concise and basic implementation of the cadCAD simulation pipeline