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1. PyCon_Italia_26_Talk PyCon_Italia_26_Talk Public

   Talk materials and interactive code examples from PyCon Italia 2026, Bologna: Graph Theory 101 & NetworkX. Slides, marimo notebooks, and runnable examples covering graphs, adjacency matrices, centr…

2. EndToEndML_Tutorial_Salary_Prediction EndToEndML_Tutorial_Salary_Prediction Public

   The purpose of this project is intended as a tutorial for PyLadies to show an end-to-end data science and ML pipeline by working with a simple dataset that uses regression models to predict the sal…

   Python 1

3. RegressionTask_ParticlesinRSDSensors RegressionTask_ParticlesinRSDSensors Public

   This is a multi-output regression task with a dataset composed of information about particles moving in an RSD sensor. The best score was obtained through a Random Forest.

   Python

4. FederatedLearningClientSelectionTechniquesandPruning FederatedLearningClientSelectionTechniquesandPruning Public

   Federated Learning with client selection strategies (Random, Loss-based, Power-of-Choice), domain generalisation and model pruning. Applied to image classification (FEMNIST) and semantic segmentati…

   Python

5. ClusteringConsumerSpendingandDimensionalityReductionwithPCA ClusteringConsumerSpendingandDimensionalityReductionwithPCA Public

   The purpose of this task is to cluster a dataset of consumer spending habits. However, given the high dimensionaly of the features, PCA is built and an in-depth analysis of the principal components…

   Jupyter Notebook

6. MathematicalExplorationsinGooglesPageRank MathematicalExplorationsinGooglesPageRank Public

   The following repository includes some mathematical explorations of Google's Page Rank algorithm and its modifications, mainly for the issues of the dangling nodes and subwebs.

   Jupyter Notebook