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1. ai-artwork-attention ai-artwork-attention Public

   Notebook from undergraduate dissertation @ University of Bath, Model Attention in CNNs for Image Classification of AI-Generated and Human-Made Artworks

   Jupyter Notebook 1

2. whisper-yt whisper-yt Public

   Toolkit for using Whisper to transcribe YouTube videos. Includes Whisper transcription of YouTube videos, conversion of YouTube video into HuggingFace dataset (using audio and subtitles) and evalua…

   Python 2

3. imdb-sentiment-analysis imdb-sentiment-analysis Public

   Sentiment analysis for IMDB movie reviews research report investigating the following techniques: Multinomial and Guassian Naive Bayes, SVMs, BERT, SGD Logistic Regression, N-Grams, Stemming, TF-ID…

   Jupyter Notebook 1

4. bayesian-ml bayesian-ml Public

   HMC Sampling with Bayesian Linear Regression for predicting non-linear heating load dataset. Developed for Bayesian Machine Learning course @ University of Bath, Spring 2024

   Jupyter Notebook 1

5. ma-computer-vision ma-computer-vision Public

   Selection of notebooks from masters computer vision course @ University of Helsinki, autumn 2022. Includes 3 notebooks covering Hough Line Detection, Manhattan Frames, Epipolar Lines, Camera and Fu…

   Jupyter Notebook 2

6. ma-probcog ma-probcog Public

   Notebook from masters course in Probabilistic Cognitive Modelling @ University of Helsinki. Includes manual calculation of response distribution and Bayesian observer likelihoods.

   Jupyter Notebook 1