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ccfraud_treemethods

Comparison of performance of Tree-based methods for credit card fraud detection

count_characters

enron_anomaly_detection

Anomaly Detection on the Enron financial-email dataset, using specialised unsupervised machine learning algorithms: One-class SVM, Isolation Forest, LOF.

extract_phone_email

fastener_classification

Design, training and implementation of a Convolutional Neural Network to classify 4 different types of mechanical fasteners

getweather

hello_github

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

iss_data

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.

mlr_code

Code implementation of the paper "Multiple Linear Regression Model for Inflation in India" , doi: 10.1109/INCET51464.2021.9456277

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

vae_fashionmnist

Variational Autoencoder trained on the Fashion MNIST dataset

xgboost_heartdisease_pred

Prediction on UCI Heart Disease dataset using the XGBoost library