AIND Term 2 -- Lesson on Convolutional Neural Networks

Learning 8-bit parity checking problem with MLP. (HW1 from NDHU Introductory of Deep Learning)

Exploring a dataset dealing with tumors from breast cancer

Classification Problem to predict the failure of components in the APS system, given various inputs

Data Science Projects

Some snippet code about Audio signal processing

Estimating the growth or depreciation on exchange rates by using sentiment analysis method from social media comments

TensorFlow implementation of "MLP-Mixer: An all-MLP Architecture for Vision"

We are given an image dataset and I try to sort the images using different forms of classification. Examples of these include K-Nearest Neighbor classifiers, Support-Vector Machine algorithms and Multilayered Perceptrons classification techniques

ML model that can predict if a customer is going to leave a bank or not. I've used the Random Forest classifier, MLP classifier, and Neural Networks model then got a performance check for each model.

This repository is for a project that involves the construction of a basic neural network (MLP), and the performance comparison against the commonly used libraries (Py Torch and Tensorflow Keras)

MACHINE LEARNING HACKTHON - DEVICE FAILURE ANALYSIS

Implementation of Text Classifier in C++. This project focuses on implementing each stages of a text based classifier i.e. from preparing data (including tokenization, padding and creating embedded Matrix), and feed that to a MLP to see how it performance.

Multilayer Perceprton from Scratch

Multi-Layer Perceptron

🤖 Atividades desenvolvidas para a disciplina de Processamento de Linguagem Natural na FATEC de São José dos Campos

Clasificador de patrones matriciales de letras usando redes neuronales y perceptrón multicapa (MLP). TPI del año 2022 para la asignatura Inteligencia Artificial de la UTN FRRe

Titanic - Machine Learning from Disaster (Kaggle Competition)