venn1998 Goto Github PK
Name: Venn
Type: User
Name: Venn
Type: User
In this project I built a classification and a regression model to predict, respectively, the price range of second-hand cars and their exact price.
Simple projects to understand concepts from the Complex Network course at UOC: Structural Descriptors, Models of Complex Networks, Community Detection, Dynamics in CN (Epidemic simulation)
Bayesian Network that encodes the relationships between diabetes, its risk factors, and its effects
2 players symmetric games are fascinating from the game theory point of view. Here I study the development of the fraction of cooperators and defectors in a structured population, considering different structures (networks) and different update rules.
Development and analysis of various deep NN models to detect glaucoma cases from fundus images. The performance of the best model was evaluated with cross-validation. Mean F1-score: 0.95975, with a standard deviation of 0.02274.
Projects for the Natural Language Processing course: FakeNews classifier and Sentiment Analysis
Toy project with Detectron2 to do object recognition on a single class: cars.
Implementation of a recurrent neural network for the generation of music, following the work presented in [JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs, by Gino Brunner, Yuyi Wang, Roger Wattenhofer and Jonas Wiesendanger](https://arxiv.org/pdf/1711.07682.pdf). Some parts of the code attached is taken from the repository of the authors of the paper. We built a LSTM network to generate chords from MIDI files. Finally, we used the embedding layer of the model to project the chords in 2D (with PCA) and visualize the concept of word2vec: we'll se that the model has learned the Circle of Fifths.
Config files for my GitHub profile.
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