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alessimichele/README.md

Hi there, I'm Michele 👋

PhD student @ Area Science Park and the University of Trieste.

  • 🔭 I’m currently working on:
    • non parametric density-based clustering algorithm
    • priors of Variational Auto Encoders
    • variational inference for Physical Systems (PINNs)
    • deep generative models applied to scRNA-seq

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  1. HMM-for-text-decryption HMM-for-text-decryption Public

    This repository contains a Python implementation of HMM and MCMC methods for text decryption. These methods are applied for decrypting messages which have been encoded using a various ciphers.

    Jupyter Notebook 3

  2. SDavenia/RL_Flappy_Bird SDavenia/RL_Flappy_Bird Public

    Project for the UniTS reinforcement learning course A.Y. 2022-23

    Jupyter Notebook 1

  3. LSA LSA Public

    Repository for the project of Information Retrieval

    Python 1

  4. Topological-Analysis-of-Neural-Networks Topological-Analysis-of-Neural-Networks Public

    The aim of this study is to conduct topological analysis on a FCNN trained using the MNIST dataset. Various clustering techniques were applied to identify the network's critical neurons, and the re…

    Jupyter Notebook 1

  5. FHPC_ASSIGNMENT FHPC_ASSIGNMENT Public

    Jupyter Notebook