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1. Neural-Network-from-scratch Neural-Network-from-scratch Public

   Neural Network trained through a classical Back-Propagation (BP) approach and employing both the momentum gradient-based optimization technique and L2-regularization implemented from scratch using …

   MATLAB 1 1

2. QRI-ELM-and-ELM-with-Standard-Momentum QRI-ELM-and-ELM-with-Standard-Momentum Public

   In this project it is used a Machine Learning model based on a method called Extreme Learning, with the employment of L2-regularization. In particular, a comparison was carried out between: (A1) wh…

   MATLAB 1 1

3. Siamese-Transformer-Networks-for-Key-Point-Analysis Siamese-Transformer-Networks-for-Key-Point-Analysis Public

   The aim of this project is to implement and explore architectures based on Siamese Transformer networks to solve Natural Language Processing tasks, in particular the one proposed by IBM’s shared ta…

   Jupyter Notebook

4. Ontology-for-italian-research-organisation Ontology-for-italian-research-organisation Public

   Creation of an ontology for an Italian research organisation

5. ISPR-midterms ISPR-midterms Public

   Assignments for the course of Intelligent Systems for Pattern Recognition (university of Pisa)

   Python

6. Data-Mining-UniPi Data-Mining-UniPi Public

   Forked from alessandrocubic/Unipi-Data-Mining-project-AY-22-23

   Data Mining project carried out on two datasets extracted from the Twitter platform, one on Users and one on Tweets

   Jupyter Notebook