Najeebuddin Mohammed's repositories
vae_fashionmnist
Variational Autoencoder trained on the Fashion MNIST dataset
ccfraud_treemethods
Comparison of performance of Tree-based methods for credit card fraud detection
enron_anomaly_detection
Anomaly Detection on the Enron financial-email dataset, using specialised unsupervised machine learning algorithms: One-class SVM, Isolation Forest, LOF.
fastener_classification
Design, training and implementation of a Convolutional Neural Network to classify 4 different types of mechanical fasteners
house_value_pred
Replication of the end-to-end project in Chapter 2 of the book Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow by Aurelien Geron.
image_color_plotter
Plots the 10 most common colors from an image
islr_solutions
Solutions to the Applied Exercises in ISLR textbook
lstm_stock_pred
Design and implementation of an LSTM to predict the opening price of a stock based on the past 3 days
metacritic_parsing
Comparison between the widely used BeautifulSoup4 and the new Requests-HTML parsing libraries, for parsing review data from Metacritic.
ONcovid19_pred
Prediction of Covid-19 test results using Tree-based methods and Naïve-Bayes classifier
rbfnn_fromscratch
Design and implementation of a simple RBF Neural Network from scratch
sql_housing_database
Implementation of a Zillow-style application for viewing property listings, using a MySQL database and Python connector
xgboost_heartdisease_pred
Prediction on UCI Heart Disease dataset using the XGBoost library