GitHub

Yaozzzx/perceptron-mlp-text-classifiers

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 ...
GitHub

Multi-Layer Perceptron (MLP) using Python.md

A Multi-Layer Perceptron is a type of feedforward artificial neural network. It consists of at least three layers of nodes: an input layer, one or more hidden layers, and an output layer. Each node is ...
IEEE

Multilayer Perceptron

This chapter discusses the working of artificial neural network (ANN) with single layer perceptron and multilayer perceptron along with example dataset. Also traditional linear regression and logistic ...
note

"Deep Learning from Scratch" #2: Activation Functions Essential for Neural Networks and AI Learning

*This article is a continuation of "Deep Learning from Scratch" #1: Understanding the Basics of Deep Learning, the "Perceptron," with Python. In this article, based on Koki Saito's "Deep Learning from ...
note

I was moved by the smallest brain written in Python. The joy of daring to run a 'perceptron' in the age of giant AI

It's Monday, and my mood is a bit dampened after spilling coffee from my favorite mug next to my keyboard this morning. But as I was frantically wiping down my desk, my eyes caught a technical article ...