# weightmatrices creation for initialising the first layer of a neural network

## Dependencies & Environment

- Conda needs to be installed
- Setup the conda environment `weightmatrices` by running:

    ```bash
    bash setup_dependencies.sh
    ```

## Usage

- To run the main script(s) that produce the weight matrices run:

    ``` bash
    bash run.sh
    ```
    If you want to run specific scripts, do not forget to activate the environment by running:

    ``` bash
    conda activate weightmatrices
    ```

## Remarks

By default, Datasets are downloaded and put into a /datasets directory.  
To avoid this you can:
1. Change the root variable in the torchvision data loader function.
2. Create the /datasets folder and corresponding subfolder and put the datasets (or a link) in there.