Chemometrics from Copenhagen - youtube series introduction.
Preprocessing series
Preprocessing 1. Centering & Scaling - implemented.
Preprocessing 2. Normalization, SNV and MSC - implemented.
Preprocessing 3. Derivatives and baseline - implemented.
Preprocessing 4. Warping data - not really applicable for diffuse reflectance spectroscopy of complex substances like soil.
preprocess 5. Automating alignment - not really applicable for diffuse reflectance spectroscopy of complex substances like soil.
Chemometrics in python
Chemotools - A python package to integrate chemometrics and scikit-learn