Dimensionality Reduction Algorithms

[Aditya Kumar Gupta]

Implementation of the following:

• Principal Component Analysis (PCA)

• Principal Component Regression (PCR)

• Partial Least Squares Regression (PLSR)

• Sammon Mapping

• Multidimensional Scaling (MDS)

• Projection Pursuit

• Linear Discriminant Analysis (LDA)

• Mixture Discriminant Analysis (MDA)

• Quadratic Discriminant Analysis (QDA)

• Flexible Discriminant Analysis (FDA)

Needs to be merged in Dimensionality Reduction Algorithms folder.

[Abhishek Kumar Sah]

Can I work on LDA and PCA?

[Aditya Kumar Gupta]

Assigning LDA and PCA to @Abhi-Kmr2046.

[Aayush]

I would like to work on PCR. Kindly assign it to me.

[Aayush]

@Abhi-Kmr2046 Can I work on PCA? Since it will be better to work on both PCA and PCR together. Only if it's fine for you.

[Aayush]

@geekquad I would suggest to add "Recommender Systems" too as an issue. Since, most of the other issues have been already assigned I can contribute towards it.

[Aayush]

@geekquad And since I have already asked to assign PCR, I would like to contribute towards PLSR too. Kindly assign that too. Thnx

[Aditya Kumar Gupta]

Hey @A-Pandey20, assigning PCR and PLSR to you.
We already have a Recommender System. Please check here.

[Aayush]

@geekquad Hey! I couldn't find any files in the Dimensionality Reduction Folder. They are missing from both my local PC and this repo. Kindly take a note.

[walchak]

i want to work on FDA, if it's possible, thank you.