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by BlockScience
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Complex Adaptive Dynamics
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cadCAD is a Python package that assists in the processes of designing, testing and validating complex systems through simulation, with support for Monte Carlo methods, A/B testing and parameter sweeping.
Requires Python 3
Option A: Install Using pip
pip3 install cadCAD
Option B: Build From Source
pip3 install -r requirements.txt
python3 setup.py sdist bdist_wheel
pip3 install dist/*.whl
Option C: Using Nix
- Run
curl -L https://nixos.org/nix/install | sh
or install Nix via system package manager - Run
nix-shell
to enter into a development environment,nix-build
to build project from source, andnix-env -if default.nix
to install
The above steps will enter you into a Nix development environment, with all package requirements for development of and with cadCAD.
This works with just about all Unix systems as well as MacOS, for pure reproducible builds that don't dirty your local environment.
Tutorials: available both as Jupyter Notebooks and videos
Familiarize yourself with some system modelling concepts and cadCAD terminology.
- System Model Configuration
- System Simulation Execution
- Policy Aggregation
- System Model Parameter Sweep
Find other cadCAD users at our Discourse. We are a small but rapidly growing community.