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1. music-generation music-generation Public

   Experiment with some approaches of music generation based on deep learning techniques: a LSTM, a Variational Autoencoder, a GAN and a novel architecture called MidiNet. 🎵

   Jupyter Notebook 3

2. financial-deeplearning financial-deeplearning Public

   Study on the application of the LSTM state-of-art language modeling deep learning architecture to the analysis of Bitcoin financial time series. 💰

   TeX

3. finger-detection finger-detection Public

   Experiment on the theoretical aspects of color image detection and classification algorithms, and implementation of it for skin segmentation and finger counting. ✌🏼

   Jupyter Notebook 2

4. flight-interruption flight-interruption Public

   Predictive analysis using big data technologies such as PySpark: if an unscheduled maintenance flight event is to happen sometime in the next 7 days. ✈️

   Python 1

5. pyramid-kernel pyramid-kernel Public

   Study of the Spatial Pyramid kernel function for Support Vector Machines (SVMs) and implementation of its statistical learning paradigm for image recognition. 🧱

   HTML 1

6. assembly-line assembly-line Public

   Solving a cars assembly line NP problem by implementing three algorithmic approaches: an exhaustive search, a greedy algorithm and a metaheuristic. 🚗

   C++