This codebase use poetry as the python environment management tool, please have it properly installed (with Python 3.8) before continuing.

Our dataset is a Mackey Glass series

There are 3 set of experiments:

• Grid search to find an optimal three-layer perceptron architecture
• Greedy search to fina an optimal network with best performance on noisy data
• Greedy search to find a good regularization lambda under the present of additive Gaussian noise in the training data

More details could be found in experiment.py