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Entropy of real-valued signal¶
Scalogram CWT¶
ICA of multi-channel signal¶
Multi-channel EEG signal: Mutual Info, Cross, Joint, Entropy¶
Mutual Information and Venn Diagram¶
Ramanujam Filter Banks: Demo¶
Ramanujam Filter Banks: Signal¶
Ramanujam Filter Banks: L1 penalty¶
Dispersion Entropy¶
Fractional Fourier Transform¶
Wavelet Filtering¶
Sinusodal Model for signal decomposion and synthesis¶
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ATAR Algorithm¶
ICA based Algorithm¶
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¶