This source code is a MATLAB implementation of a haze removal algorithm that can deal with the post-dehazing false enlargement of white objects effectively. The work was published in MDPI Sensors journal under the title "Single-Image Visibility Restoration: A Machine Learning Approach and Its 4K-Capable Hardware Accelerator".

machine-learning supervised-learning machine-learning-algorithm dehazing dehazing-algorithm defogging supervised-learning-algorithm defogging-algorithm false-enlargement

• Updated Oct 16, 2020
• MATLAB

Implementations of machine learning algorithms from scratch.

machine-learning naive-bayes linear-regression machine-learning-algorithms neural-networks autoencoder logistic-regression support-vector-machine gradient-descent principal-component-analysis k-means-clustering k-nearest-neighbors supervised-learning-algorithm

• Updated Mar 9, 2020
• Jupyter Notebook

Using 2012-2016 open Google stock price to predict 2017 opening google stock price using Recurrent Neural Network stacked LSTM.

google deep-learning time-series lstm supervised-learning rnn feedforward-neural-network predictive-modeling prediction-model financial-engineering google-stock-price supervised-learning-algorithm google-stock 2017-google-stock

• Updated Dec 21, 2021
• Python

A Classification Method in Machine Learning Based on Soft Decision-Making via Fuzzy Parameterized Fuzzy Soft Matrices

classifier machine-learning decision-making classification fuzzy-sets machine-learning-algorithm soft-sets supervised-learning-algorithm soft-decision-making soft-matrices fpfs-matrices

• Updated Feb 10, 2022
• MATLAB

Repo for the book ratings prediction of the project from scratch

machine-learning linear-regression goodreads supervised-learning flask-api random-forest-regression supervised-learning-algorithm book-ratings

• Updated Mar 14, 2022
• Jupyter Notebook

IFPIFS-HC

classifier fuzzy-sets classification-algorithm machine-learning-algorithm soft-sets supervised-learning-algorithm soft-matrices intuitionistic-fuzzy-sets ifpifs-matrices

• Updated Mar 7, 2025

This repository classifies x-ray images of lung into two classes: i.e. pneumonia class or normal using deep CNN architecture

supervised-learning chest-xray-images keras-tensorflow cnn-classification covid19-data supervised-learning-algorithm

• Updated Nov 12, 2022
• HTML

Loan_Approval_Prediction / ML Model building ----- AI project focused on supervised classification. Includes data preprocessing, training and evaluation of classifiers like logistic regression and decision trees using Python and popular ML libraries.

python3 classification logistic-regression data-preprocessing decision-trees model-evaluation supervised-learning-algorithm

• Updated May 5, 2025
• Jupyter Notebook