guilhermedom Goto Github PK

adaline-celsius-to-fahrenheit

Adaline regressor learning the Celsius to Fahrenheit formula.

adaline-neural-network

Adaline is a single-layer neural network, a variation of the original Perceptron architecture.

asciinator

Convert any image to ASCII art; Print to console; Save to .txt.

association-rule-learning-analysis

Web app for mining and visually analyzing association rules.

autoencoder-denoising-fashion-mnist

Convolutional autoencoder removing noise from Fashion MNIST clothing images.

autoencoder-traffic-sign-images-compression

Convolutional autoencoder reducing traffic sign images to 1/6 of their original size.

bloom-filter-minhashing

Text anomaly detection with a combo of Bloom Filter and MinHash.

bozo-dice-game

Java implementation of the dice game Bozó. A brazilian version of the game called Yahtzee.

car-quality-estimation

Web app to estimate car quality based on the car properties informed by the user.

cifar10-simple-cnn-classifier

Simple TensorFlow CNN classifier with 4 convolutional and 3 dense layers for the CIFAR-10 dataset.

cnn-fashion-mnist

Simple CNN architecture classifying Fashion MNIST.

cnn-mnist

A quick analysis of simple CNN architectures classifying Handwritten MNIST dataset.

competitive-programming

Competitive programming solutions (UVa, LeetCode, codeforces, InterviewBit, etc.).

correlation-matrix-for-regression

Demonstration of how to use correlation matrices to pick the best variables for polynomial regression.

customer-churn-logistic-regression

PySpark with logistic regression predicting if customers will exit a bank service.

data-normality-checker

Web app for checking if a series of values is normally distributed.

deep-regression-bicycle-rental

TensorFlow deep regression model predicting bicycle rental.

diabetes-neural-network-diagnosis

Fully connected neural network diagnosing patients with diabetes.

facial-feature-haar-detection

Haar cascade classifiers detecting faces and eyes in images with OpenCV.

flappy-bird-clone

A game based on Flappy Bird

franchise-cost-regression

Web app using univariate regression to predict the cost of opening a new franchise store.

fuzzy-logic-comp-science-career

Web app using fuzzy logic to evaluate how much compatibility a person has with the computer science career.

game-token

A simple Android GridView with cards for a store.

grafos-dijkstra

Implementação em Java de um grafo e do algoritmo de Dijkstra.

guilhermedom

Here I am.

haar-classifier-video-object-detection

Haar cascade classifiers detecting cars and persons in videos with OpenCV.

hackerrank-linux-shell-challenges

hackerrank-regex-challenges

Python 3 solutions to HackerRank's RegEx challenges.

hdoutliers

Java implementation of Leland Wilkinson's outlier detection algorithm

hog-image-analysis

A data science analysis using kNN and MLP algorithms on HOG image descriptors.