# Directory Structure
`/data/96IC_pkl`: contains 96 trajectories for 8 different systems. 
- dt = 0.001 
- t_final = 1000
- System dimensions
    - lorenz, nosehoover, sakaraya, and rossler are all 3 dimensional
    - hyper lorenz, hyper xu, hyper bao, and hyper wang are 4 dimensional

`model_weights/model_weights_pkl`: contains randomly generated $W_r$ and $W_{in}$ matricies. Contains **separate** $W_{in}$ matricies for systems of dimension 3 and dimension 4 
- Reservoir size $N_r = 400$
- $W_r$ density $\rho = 0.02$
- $W_r$ spectral radius $\lambda = 0.8$
- $W_{in}$ pulled from uniform $\mathcal{U}(-0.084, 0.084)$

`notebooks/open_data_and_weights.ipynb`: instructions to load in trajectories and model weights from pickle files 

Other architecture choices: 
- bias 1.6 (same for every layer)
- leak rate 0.6