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1. transformer_from_scratch transformer_from_scratch Public

   An end-to-end implementation of the Transformer architecture using PyTorch, built from first principles.

   Python

2. GAN-Generated-NFT-Collection GAN-Generated-NFT-Collection Public

   Explore the application of Generative Adversarial Networks (GANs) to the creation of a new NFT collection on the blockchain.

   Jupyter Notebook 1

3. EPLTop5Prediction EPLTop5Prediction Public

   Predict season outcomes for teams in the English Premier League. Modelling which teams would come in the ‘Top 5’.

   Jupyter Notebook 1

4. twitter_coronavirus twitter_coronavirus Public

   Forked from mikeizbicki/twitter_coronavirus

   Analysed roughly 1.1 billion tweets to understand the sentiment around corona as well as used the hashtags as a proxy to track the spread of the virus around the world.

   Python 1

5. Loan-Default-Prediction Loan-Default-Prediction Public

   Developed a predictive model to determine whether a loan applicant would default or not.

   Jupyter Notebook

6. Text_Comparison Text_Comparison Public

   Developed a statistical model that seeks to quantify how similar one piece of text is to another

   Python