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Updating HEOM tutorials to use the new Enviroments #131

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gsuarezr
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This PR substitutes #72 and updates tutorials to use qutip/qutip#2594

Note that using nbqa black notebook.ipynb as indicated in the read me introduced quite a few changes on the already existing code.

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thanks for these updates, and the new fitting PR, looks great. I guess 1d is the now the main demonstration of the new fitting options? it does make it a bit big, but I think splitting it would not be so useful, since its all the same example. my only suggestion really is it would be cool to have some examples showing where each of the different fitting options shine or are most efficient in their own niche. i guess thats quite a big task, so perhaps add it to a future todo list somewhere for someone :)

(1 / np.pi) * alpha * wc**(1 - s) * beta**(-(s + 1)) * mp.gamma(s + 1)
)
corr = (1 / np.pi) * alpha * wc ** (1 - s)
corr *= beta ** (-(s + 1)) * mp.gamma(s + 1)
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you mention in qutip/qutip#2594 that there was an error in the c(t) for the ohmic class, is it also here? if so maybe good chance to update it too.

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