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Symbolic Music Generation using Recurrent Neural Networks

The project aims to investigate symbolic music generation using LSTMs. Experiments in dataset encoding, dataset stylistic homogeneity, attention mechanism, and bidirectionality.

Deep Learning Music generation LSTM Attention mechanism master thesis

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Visual Attention in Object Classification

The project aims to compare human visual attention with CNN attention. School project for Cognitive Science 3 Fall 2018, at University of Copenhagen.

Deep Learning Tensorflow Image Processing Attention Mechanism CNN LSTM Eye-tracking

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Controversial Subjects across Political Parties Subreddits

We aim to explore the difference in distribution of controversial topics across the US political parties

data science Python Machine Learning NLP topic classification

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Automatic Stance Detection using End-to-End Memory Networks

Implementation of "Automatic Stance Detection using End-to-End Memory Networks"

Deep Learning stance detection Natural Language Processing LSTM CNN

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Did You Have a Pleasant Flight? Sentiment analysis of flight review tweets

Sentiment Analysis on the Twitter airline reviews dataset

Natural Language Processing stance detection Python

What is a good rock album? A Data Science Exploration

Data science exploration of rock albums audio features & lyrics sentiment analysis.

data science Python Machine Learning

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Face generation GANs

Project for generating human faces using GANs (Generational Adversarial Networks). Part of Udacity's Deep Learning Nanodegree

Deep Learning GAN Tensorflow

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TV Script Generation

Project for generating of TV scripts using RNNs (Recurrent Neural Networks). Part of Udacity Deep Learning degree

Deep Learning RNN text generation