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Infer posterior parameters of a dynamical system using prior ones

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postparam

Infer posterior parameters of a dynamical system using prior ones. The algorithm is based on Bayesian inference and is shown in the picture below. algorithm

Setting up the environment

Clone the repository:

git clone https://github.com/codepictor/postparam.git
cd postparam/

Create a new virtual environment:

# on Linux:
python -m venv venv
# on Windows:
python -m venv venv

Activate the environment:

# on Linux:
source venv/bin/activate
# on Windows:
call venv\Scripts\activate.bat

Install required dependencies:

# on Linux:
pip install -r requirements.txt
# on Windows:
python -m pip install -r requirements.txt

Finally, run src/main.py:

# on Linux:
python src/main.py
# on Windows:
python src\main.py

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Infer posterior parameters of a dynamical system using prior ones

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