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This repository contains the implementation of hierarchical clustering and a Radial Basis Function - Neural Network in python. This was done as a part of course of ES 615 : Nature Inspired Computing offered at IIT-Gandhinagar during Semester-I 2021-22.

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Hierarchical Clustering

Given names and final marks (Out of 100) of students of a course at IITGN. Using a hierarchical clustering approach, assign grades to these students. Assume that the Instructor has decided to allot only A, B, C and D grades to students. How will the overall grading change if the academic office makes it mandatory to have at least ONE F grade in a course of more than 20 students? Plot the dendrogram.

The dendrogram from the code hierarchical_clustrering.py are :
alt-txt

Radial Basis function

A Radial Basis Function (RBF) neural network was used to solve a pattern classification problem. The total number all the patterns which the network learns to classify was approximately in the order of 10^9.

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This repository contains the implementation of hierarchical clustering and a Radial Basis Function - Neural Network in python. This was done as a part of course of ES 615 : Nature Inspired Computing offered at IIT-Gandhinagar during Semester-I 2021-22.

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