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IIT KHARAGPUR
- Kharagpur
- https://www.linkedin.com/in/sri-lakshmi-thota-bb4632167/
Highlights
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IRIS-DATASET-ANALYSIS-USING-NEURAL-NETWORK
IRIS-DATASET-ANALYSIS-USING-NEURAL-NETWORK PublicNeural Network with functions for forward propagation, error calculation and back propagation is built from scratch and is used to analyse the IRIS dataset.
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Square-root-of-a-number-using-cordic
Square-root-of-a-number-using-cordic PublicVerilog code to find square root of a number using CORDIC algorithm
Verilog 4
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Machine-Intelligence-Expertise-Systems
Machine-Intelligence-Expertise-Systems PublicEC60091-Machine Intelligence & Expertise Systems Course,Autumn-2019
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IRIS-DATASET-ANALYSIS-DECISION-TREE-CLASSIFIER
IRIS-DATASET-ANALYSIS-DECISION-TREE-CLASSIFIER PublicIRIS Dataset is used for Exploratory Analysis and Decision Tree classifier is used to classify, experimenting with different parameters for optimization and performance analysis.
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K-MEANS-CLUSTERING-CLASSIFIER
K-MEANS-CLUSTERING-CLASSIFIER PublicK-means Clustering algorithm is used to classify,experimenting with different values of K to find the elbow point in the plot error vs K
Python 1
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METRICS-ROC-AND-AUC
METRICS-ROC-AND-AUC PublicPython code to obtain metrics like receiver operating characteristics (ROC) curve and area under the curve (AUC) from scratch without using in-built functions.
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