Entropy of real-valued signal ~ (IID)

Entropy of real-valued signal ~ (non-IID)

Multi-channel EEG signal: Mutual Info, Cross, Joint, Entropy

Mutual Information and Venn Diagram

Dispersion Entropy

Scalogram CWT

Wavelet Filtering

Wavelet based EEG Artifact Removal Algorithm

ICA of multi-channel signal

Analysis & Synthesis Models

Fractional Fourier Transform

Sinusodal Model for signal decomposion and synthesis

Ramanujan Filter Banks: Demo

Ramanujan Filter Banks: Signal

Ramanujam Filter Banks: L1 penalty

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ATAR Algorithm

ICA based Algorithm

Topographic Map

Examples of Logistic Regression with SpKit

Logistic Regression

Logistic Regression for MultiClass

Naïve Bayes

Naïve Bayes for MultiClass

Examples of Decision Tree with SpKit

Decision Tree with Visulization

Effect of Depth on Decision Boundry

Shrinking Capability of Tree with SpKit

Use of Catogorical Features without encoding