Matplotlib projects
Final-year project topics built with Matplotlib — working builds, abstracts and honest quotation pricing.
Language Identification from Text (WiLI-2018)
This project builds a character n-gram classifier with a neural network that identifies the language of any text paragraph ac...
Loan Approval Prediction using Machine Learning
A fintech classifier that predicts loan approval from applicant income, credit history, employment and loan features. The app...
Movie Recommendation System using Collaborative Filtering
A recommendation engine that suggests movies using user-based and item-based collaborative filtering on the MovieLens dataset...
Network Intrusion Detection using Machine Learning (NSL-KDD)
This project builds a machine-learning intrusion detector that examines a network connection's features — duration, protocol,...
Pneumonia Detection from Chest X-ray using CNN
A medical-imaging AI that classifies chest X-rays as normal or pneumonia using a fine-tuned CNN (ResNet/MobileNet). The app s...
River Discharge Forecasting using LSTM
This project builds a two-layer LSTM that forecasts daily river discharge (cumec) from rainfall and past flow — the core of f...
Room Occupancy Detection from Environmental Sensors using Machine Learning
This project builds a machine-learning system that detects whether a room is occupied from environmental sensor readings — te...
Software Defect Prediction using Machine Learning (NASA MDP)
This project predicts which software modules are likely to contain defects — before testing even starts — using only static c...
Student Performance Prediction using Machine Learning
This project builds a machine-learning model that predicts a student's final grade from study habits, past performance and ba...