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Mohammad Reza Rezvan's Projects

advancesplice icon advancesplice

A robust method integrating N-gram encoding and ensemble modeling for enhanced splice site prediction accuracy.

image-resizer icon image-resizer

Image resizing utility to facilitate image processing workflows in machine learning projects.

label-utils icon label-utils

label-utils is a Python utility for validating and correcting label files in datasets used for machine learning tasks. These scripts help ensure that the label files in your dataset are valid and correct, preventing issues during model training and evaluation.

lstm_hho icon lstm_hho

An LSTM model optimized with Harris Hawks Optimization (HHO) for customizable time series forecasting using your own dataset

mergeddatasets_linearregression icon mergeddatasets_linearregression

Merges 15 datasets into a CSV using Pandas, then employs Linear Regression to predict spatial targets from features like x, y, and density. Includes data splitting (80% training, 20% testing) and visualizes prediction accuracy.

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