MindGrade is a machine learning pipeline that predicts student CGPA from mental health indicators using survey data from 101 IIUM students. It features data cleaning, SMOTE oversampling, four classifier comparisons, SHAP explainability, chi-square testing, and automated PDF report generation.
☆12May 23, 2026Updated this week
Alternatives and similar repositories for Predicting-Student-CGPA-from-Mental-Health-Indicators
Users that are interested in Predicting-Student-CGPA-from-Mental-Health-Indicators are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This project builds a machine learning model to estimate urban household carbon footprints using synthetic data. It analyzes energy use, …☆11Feb 19, 2026Updated 3 months ago
- This project uses clustering algorithms on biodiversity data to identify and prioritize conservation hotspots. By grouping ecologically s…☆13Feb 14, 2026Updated 3 months ago
- This project leverages GIS and machine learning to map groundwater contamination using synthetic data. It identifies spatial pollution tr…☆11Feb 23, 2026Updated 3 months ago
- This project simulates spatial temperature data to detect Urban Heat Islands (UHIs). It identifies urban areas with significantly higher …☆13Feb 26, 2026Updated 3 months ago
- This project forecasts greenhouse gas emissions using ARIMA and LSTM models on synthetic data, enabling trend prediction and supporting e…☆11May 17, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Vehicle Emission Heatmap Dashboard for Smart Cities generates synthetic vehicle data and visualizes pollutant emissions (CO₂, NO₂, CO, PM…☆12Feb 17, 2026Updated 3 months ago
- This project simulates NDVI-based land-use and land-cover change detection using synthetic data. It classifies areas into water, urban, a…☆11Feb 19, 2026Updated 3 months ago
- This project predicts industrial emissions using regression models on synthetic data, enabling environmental monitoring, trend forecastin…☆12Feb 22, 2026Updated 3 months ago
- This project uses Multi-Criteria Decision Analysis (MCDA) to assess and rank project sites based on environmental impact. It analyzes syn…☆12Feb 27, 2026Updated 3 months ago
- A hybrid AI system combining LSTM, XGBoost, and K-Means to predict and interpret water quality using limited data. It computes WQI, ident…☆12Apr 8, 2026Updated last month
- This project simulates and analyzes synthetic Sea Surface Temperature (SST) data to demonstrate climate study techniques, including trend…☆12Feb 27, 2026Updated 3 months ago
- This project applies machine learning to simulate and predict runoff from synthetic rainfall and hydrological data, enabling rainfall–run…☆15Feb 10, 2026Updated 3 months ago
- This project simulates blue carbon habitat classification using synthetic NDVI and NDWI data, estimates associated carbon stocks, and vis…☆14Feb 10, 2026Updated 3 months ago
- This project simulates Land Surface Temperature (LST) mapping using synthetic MODIS data. It calculates LST from thermal bands and NDVI u…☆13Feb 23, 2026Updated 3 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Flood Susceptibility Mapping with Morphometric and ML Analysis uses synthetic DEM-derived morphometric features and machine learning to c…☆11Feb 17, 2026Updated 3 months ago
- This project applies Machine Learning (XGBoost, Random Forest) and Deep Learning (LSTM) to predict the Water Quality Index (WQI) using sy…☆15Apr 5, 2026Updated last month
- This project models fish catch using synthetic oceanographic data (temperature, salinity, chlorophyll) with linear regression. It generat…☆12Feb 21, 2026Updated 3 months ago
- This project analyzes the correlation between respiratory disease cases and Air Quality Index (AQI) using synthetic data, enabling insigh…☆12Feb 23, 2026Updated 3 months ago
- An AI-powered early warning system that detects environmental hazards using synthetic sensor data. Built with Streamlit and a Random Fore…☆14Feb 10, 2026Updated 3 months ago
- Deforestation Detection Using Satellite Imagery (Synthetic Data) generates and analyzes simulated RED/NIR reflectance and NDVI changes to…☆12Feb 17, 2026Updated 3 months ago
- This project generates synthetic spatiotemporal PM2.5 and PM10 air quality data, visualizing pollution trends over time and space using P…☆12Feb 19, 2026Updated 3 months ago
- This project simulates mangrove forest health assessment using NDVI and NDWI indices derived from synthetic spectral data. It classifies …☆12Feb 26, 2026Updated 3 months ago
- This project uses geostatistics and machine learning to predict soil quality from synthetic environmental and soil data. It models a Soil…☆11Feb 19, 2026Updated 3 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This project applies machine learning to predict crop yield using synthetic remote sensing and weather data, showcasing how vegetation in…☆15Mar 20, 2026Updated 2 months ago
- This project uses synthetic data to predict landslide occurrences based on elevation (DEM), slope, rainfall, and soil type. A logistic re…☆13Feb 26, 2026Updated 3 months ago
- This project predicts chlorophyll-a concentrations in coastal waters using synthetic remote sensing reflectance data and machine learning…☆14Feb 9, 2026Updated 3 months ago
- This project generates synthetic wildlife migration data and applies machine learning to predict future locations, enabling analysis and …☆13Feb 21, 2026Updated 3 months ago
- This project analyzes synthetic climate data to study long-term trends in temperature anomalies, CO₂ concentration, and sea level rise. U…☆11Feb 22, 2026Updated 3 months ago
- This project simulates geospatial analysis to assess land suitability for renewable energy sites using synthetic data. It evaluates solar…☆31Mar 19, 2026Updated 2 months ago
- This study explores the influence of dam management practices and rainfall variability on flood patterns in the Niger Delta.☆35Jan 5, 2025Updated last year
- This project demonstrates a real-time data pipeline designed for IoT sensors that monitor environmental conditions such as temperature an…☆35Feb 12, 2025Updated last year
- A complete, production-ready solution for renewable energy forecasting that handles real-world challenges like missing data and temporal …☆48Aug 25, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This project implements an Automated ETL (Extract, Transform, Load) Pipeline that fetches daily weather data, processes it, and stores it…☆35Feb 9, 2025Updated last year
- Sea Surface Temperature (SST) Anomaly Prediction using a deep learning approach with LSTM (Long Short-Term Memory) and visualization☆48Jul 3, 2025Updated 10 months ago
- Project Schedule Adherence Dashboard is a web-based visualization tool designed to monitor project timelines, task completion progress, a…☆40May 18, 2025Updated last year
- This project visualizes historical global temperature anomalies, helping to analyze temperature trends and identify significant deviation…☆30Dec 7, 2024Updated last year
- This project provides a complete workflow for mapping, visualizing, and analyzing noise pollution levels in urban areas using geospatial …☆40May 5, 2025Updated last year
- ☆36Apr 1, 2025Updated last year
- An AI-powered tool that converts meeting transcripts into concise, structured summaries, highlighting key decisions, action items, unreso…☆53Sep 16, 2025Updated 8 months ago