Update environment in Binder for the summary of the YouTube tutorial videos

[chaitanya94]

The Binder Notebook (notebook link and docs link) containing the Summary of PySINDy YouTube tutorial videos does not work for me. The code breaks at the first instance of:

feature_names = ['x', 'y', 'z']
sparse_regression_optimizer = ps.STLSQ(threshold=0)  # default is lambda = 0.1
model = ps.SINDy(feature_names=feature_names, optimizer=sparse_regression_optimizer)
model.fit(x_train, t=dt)
model.print()

And gives the error

AttributeError: module 'numpy' has no attribute 'math'

I believe this is due to the incompatibility of the Numpy version 2.1.1 being incompatible for pySINDy version 1.7.3 (example here). An update to the notebook environment should solve things.