Hyperparameters-Optimization
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Updated
Mar 22, 2023 - Jupyter Notebook
Hyperparameters-Optimization
Steps for hyperparameter tuning using Random, Grid CV and Hyperopt
Selected Paper from the AI-CyberSec 2021 Workshop in the 41st SGAI International Conference on Artificial Intelligence (MDPI Journal Electronics)
Project made for Optimisation and Deep Learning course.
Inter class kaggle Hackathon.
Bank Fraud Detection with Imbalanced Data: Applying Oversampling and Hyperparameter Optimization
Implementing k-fold random search cross validation from scratch for a KNN classifier.
Advanced Machine Learning
Ensemble Learning with Pima_Indian dataset
GUI for hyperparameter optimizer and plotting experiment results
A comprehensive set of programs demonstrating machine learning techniques have been made.
The project is aimed at predicting the rate of penetration for natural gas and oil mines. The project was made as a part of the Petrocoder National Challenge 2021 and achieved a national rank of 4 in the competition.
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