'Would you have survived the Titanic sinking?' - Multiple Python apps

Code on Github

A repository of multiple python apps written in different frameworks serving the same machine learning model trained on Kaggle's Titanic dataset.

Deploying a Lambda Function in AWS using the Serverless Framework

Code on Github

A web scraper written in Python and configured to be deployed to AWS Lambda using the Serverless Framework.

Dash-vocado App

Visit App on PythonAnywhere | Code on Github

A for-fun data visualisation app built with Dash, using data about avocado sales. This was meant to demonstrate browser-based interactive charts using Python Dash framework.

Detecting Lies from Messages in Diplomacy 

Code on Github

A truth or lie classification of messages in Diplomacy, an online board game of deception. The model was trained on a dataset from The Qanta Project.

Eurovision-inspired Lyrics Generator with Tensorflow

View in HuggingFace Models | Code on Github

A text-generation model built with Tensorflow and trained on a dataset of Eurovision song lyrics in English.

Sarcasm Detection with Bidirectional LSTM

Code on Github

A classification model built with Tensorflow and trained on sarcasm texts from Tensorflow public datasets.

NLP Modules for Vector Spaces

Code on Github

Modules and Jupyter notebooks for common tasks in Natural Language Processing, like tweet preprocessing, naive bayes classification, word prediction, and common distance functions; based on the NLP Specialisation by DeepLearning.AI.

An Autoencoder Neural Network from Scratch

Code on Github

An autoencoder framework built in Python, featuring modular implementations of various neural network components, as well as a sample autoencoder for images of Nordic runes.

Cats and Dogs Classifier with Transfer Learning from Inception V3

Code on Github

Demonstration of Transfer Learning from a pre-trained classifier model to enhance the performance of a CNN for classifying images of cats and dogs.

Predicting Sun Spots with Deep Neural Networks

Code on Github

A sunspot prediction model made of a combination of convolutional layers and LSTM layers, trained on time series sunspot data from Tensorflow public datasets.  

Geopandas for mapping universities in the UK

Code on Github

Using Geopandas to plot the top universities in the UK, using data from public datasets and scraped university data from UCAS.