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1. TSP-DictionaryLearning TSP-DictionaryLearning Public

   Joint Topology and Dictionary Learning for Sparse Data Representation over Cell Complexes

   Jupyter Notebook

2. DiffusionDenoising DiffusionDenoising Public

   Denoising Diffusion Probabilistic Models (DDPMs) to restore noisy astronomical images by employing stochastic processes and Evidence Lower-Bound (ELBO) method.

   Python 1

3. ToFall_orNot_toFall ToFall_orNot_toFall Public

   TinyML project for analyzing accelerometer and gyroscope signals and classifying possible falls in real time using a microcontroller

   Jupyter Notebook 3

4. Volatility_in_the_Cryptosphere Volatility_in_the_Cryptosphere Public

   Bayesian analysis and forecasting of Bitcoin volatility. Definition of GARCH and ARCH models through MCMC sampling.

   R 2

5. ExaplainNET ExaplainNET Public

   Implementing algorithms based on the analysis of the gradients in NN computational graphs to provide nice insights for Explainable AI

   Jupyter Notebook

6. CosmicSplines CosmicSplines Public

   Implementation of Regression Splines from scratch to predict the cosmic microwave background (CMB) angular power spectrum

   HTML 3