Linear and Nonlinear Regression in Python

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Polynomial or general nonlinear functions are developed with Numpy and Scipy in Python. These exercises also cover methods to create linear or spline interpolations that interpolate between data points.
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This helped me a lot. Thank you so much!

rodras
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Where I can find that exercise document, please?

Passco
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That "extra" at the end of the tutorial is the covariance matrix. Is there anyone who can explain me how that matrix can be used to interpret the final data?

stefanofedele
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$ pip install apm
Requirement already satisfied: apm in c:\anaconda\lib\site-packages (0.0.1)
Requirement already satisfied: pyyaml in c:\anaconda\lib\site-packages (from apm) (3.12)
Requirement already satisfied: requests in c:\anaconda\lib\site-packages (from apm) (2.11.1)

$ python nonlr.py
Traceback (most recent call last):
File "nonlr.py", line 5, in <module>
from apm import *
ImportError: No module named apm

nikhilkartha