Conventional Chemometric Tools
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Many `conventional chemometric tools <https://www.tandfonline.com/doi/abs/10.1080/00401706.1993.10485033>`_ are based on statistical data models.  These include PLS, PCR, and PCA.  Here, we review some of the mathematics behind these tools and give example implementations in python to improve one's intuition behind these methods.

.. nbgallery::
   :hidden:

   jupyter/learn/ols
   jupyter/learn/pca_pcr
   jupyter/learn/pls
   jupyter/learn/lda
   jupyter/learn/plsda
   jupyter/learn/simca