Reservoire learning using the Izhikevich neuron model

To develop it

Create a virtual env for Python:

python -m venv .env

Activate the virtual env:

source .env/bin/activate

Install the requirements:

pip install -r requirements.txt

Compile the rust packages:

maturin develop

Now you should be able to run the test file:

cd python
python3 framework_test.py

Running sensitivity analysis

Install docker compose and run:

docker-compose up -d

You can check the connection by connnecting to the local db:

psql postgres://user:password@localhost:5432/db

Then you can run the sensitivity analysis

cd python
python3 sensitivity_plots.py

Note that this will take some time to finish.