Pinned

1. LMforOntology LMforOntology Public

   This repository includes early work on ontology prediction using the hugging face Bidirectional Encoder Representations from Transformers (BERT) models for word embeddings (Python 3.8, Pytorch).

   Jupyter Notebook

2. siDCM siDCM Public

   Forked from roschkoenig/siDCM

   structurally informed Dynamic Causal Models (pythonic) using a Bayesian model inversion scheme

   Jupyter Notebook

3. SEEG_Channel_Selection SEEG_Channel_Selection Public

   This function outputs a set of spectrally important channels based on a predetermined threshold.

   MATLAB

4. ClustRepVAE ClustRepVAE Public

   This is a demo for a method that samples representatives from complex hierarchical cluster data (Pytorch, Python 3.8)

   Jupyter Notebook

5. RNNModelsForMSD RNNModelsForMSD Public

   Archive of coursework centred around training a Recurrent Neural Network (RNN) models for classifying songs according to genre using the Million Song Dataset (MSD). (Python 2.7, TensorFlow)

   Jupyter Notebook

6. RL_Enduro RL_Enduro Public

   Functional Approximation based Q-learning agent for playing the Enduro Atari car game, part of my MSc in Machine Learning and Neuroinformatics (Python 2.7)

   Jupyter Notebook