No NumPy / SciPy / sklearn / pandas / torch needed for the perceptron. Train + Dev Predictions + Test Predictions python perceptron.py -d sst2 -f bow -e 3 -l 0.1 Common feature combinations: bow ...

In 1958, a neuroscientist named Frank Rosenblatt at the Cornell Aeronautical Laboratory did something revolutionary: he built a machine that could learn. He called it the 'perceptron,' and it was ...

Wrote a Python script that visualizes how a perceptron learns to separate linearly separable classes by adjusting its weights over time. The idea came after reading Why Machines Learn by Anil ...

Este projeto é um tutorial prático que mostra como implementar um Perceptron do zero em Python, sem uso de bibliotecas de Machine Learning. O perceptron é um dos modelos mais simples de neurônio ...