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polimi-project

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Histopathology image classification to predict molecular subtypes. Includes datasets, EDA and preprocessing notebooks, patch extraction, baseline models, and training utilities for quick experiments and reproducible evaluation. Project for the Artificial Neural Networks and Deep Learning course at Politecnico di Milano (PoliMi) (2025/2026).

  • Updated Dec 16, 2025
  • Jupyter Notebook

Deep Neural Netowrk (TCN + BiLSTM with Attention) model on multivariate time-series classification. Project for the Artificial Neural Networks and Deep Learning course at Politecnico di Milano (PoliMi) (2025/2026).

  • Updated Nov 18, 2025
  • Jupyter Notebook

Second (part 2) university project of the Software Engineering for HPC course. Created a CI/CD github pipeline to: test an application (1), containerize the application using Singularity (2), send the Singularity build to the Galileo100 supercomputer (3), and make the results from the cluster available (4).

  • Updated Jun 3, 2024
  • C++

University project of the Parallel Computing course. There are two challenges that are solved using parallel computing techniques and two famous frameworks: OpenMP and CUDA.

  • Updated Dec 16, 2025
  • Cuda

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