Spiking Neural Network
Simulating the Izhikevich spiking neuron model using the Brian2 software
Image Caption Generation
Automatic Image Caption Generation model that uses a CNN to condition a LSTM based language model.
Shape Classification
The goal of the project is to compare different classification algorithms on the solution of plane and car shape datasets.
Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA
Zero-shot and Translation Experiments on XQuAD, MLQA and TyDiQA
Twitter Sentiment and Emotion Analysis
Twitter Sentiment and Emotion Analysis.
NLP Applications II - Information Extraction, Question Answering, Recommender Systems and Conversational Systems
NLP Applications II - Information Extraction, Question Answering, Recommender Systems and Conversational Systems slides, labs and project.
NLP Applications I - Text Classification, Sequence Labelling, Opinion Mining and Question Answering
NLP Applications I - Text Classification, Sequence Labelling, Opinion Mining and Question Answering slides, labs and project.
Machine Learning exercises with R
Machine Learning exercises with R.
Machine Learning and Neural Networks lectures
Machine Learning and Neural Networks lectures.
Machine Learning and Neural Networks labs
Machine Learning and Neural Networks labs.