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Homeworks and final project for Advanced Machine Learning (AML) at La Sapienza University of Rome

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Advanced ML

Homeworks and final project for the Advanced Machine Learning course, winter semester 2023/2024,
at Sapienza University of Rome.

Assignment_1: two-layer Neural Network from scratch

Assignment_2: ConvNN and image classification

Assignment_3:
   - Transformer Architecture
   - Graph Attention Network
   - Forecasting Human Poses and Predicting Motion

Final project: report here

Group composition:

  • Gian Alvin Guico: 2033024
  • Fran¸cois Hascoat: 2116739
  • Luca Mazzucco: 1997610
  • Antonio Rocca: 1813055

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