ghfri-code

Gaussian-kernel-Non-Parametric-Density-Estimation

Bayesian-Classification-oneGaussianDistribution

Bayesian-Classification-threeGaussianDistribution

Breast-Cancer-Prediction

Prediction of breast cancer using machine learning

calculator

Windows calculator program

Data-Preprocessing

Data cleaning, preprocessing, and feature engineering on FIFA 2019 player dataset

Disease-Prediction-from-Symptoms

Prediction of disease based on symptoms using machine learning

Fake-News-Detection

Fake news detection with machine learning

GMM

Gaussian Mixture Model Classifier

Housing-Price-Prediction

Predict house price in King County, Washington, USA. using machine learning techniques.

PhoneBook

Android phonebook application

SimpleTextEditor

SimpleTextEditor based on tree structure with java language

Fisher-LDA

Fisher Linear Discriminant Analysis

Histogram-Non-Parametric-Density-Estimation

HMM

Hidden Markov Model

IMDb-scrapper

A simply IMDb scrapper written in Python

KNN-Non-Parametric-Density-Estimation

Linear-regression

Linear Regression implementation based on the mathematical foundation

Logistic-Regression

Logistic Regression implementation based on the mathematical foundation

Multiclass-Classification-Regression

Multiclass classification by logistic regression and softmax regression

Naive-Bayes-Classification

Mathematical foundation of classification with Naive Bayes algorithm

Parzen-Window-Non-Parametric-Density-Estimation

Principal-component-analysis

Principal component analysis (PCA)

Sales-Forecasting

End-to-end sales forecasting using Holt-Winters exponential smoothing with automated trend detection, rolling & direct predictions, and PDF reporting.

Semantic-Chatbot

Intelligent FAQ chatbot leveraging semantic similarity and keyword matching, with API support, logging, and fine-tuning.

SimpleChatProgram

Simple chat program (client/server) with c language

SVM

Support Vector Machine