03 Basic Federated Learning

Minimal federated training with standard Python.

Didactic objective: predict whether a synthetic row will be resistant using simple features:

• Pathogen.
• Antibiotic.
• ICU yes/no.
• Genomics available yes/no.

Each node trains a local logistic regression for a few iterations. The coordinator receives weights and example counts, and computes a weighted average.

This is not a validated scientific model. It is designed to understand the federated learning pattern.

Run

From Desarrollo:

python .\03_federated_learning_basico\federated_learning_minimo.py