Guilherme D. F. Silva
guilhermedom
ML Engineer at @BairesDev. MSc. in Computer Science, University of São Paulo @USP, with research on AI/ML.
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Repos
61
Stars
28
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9
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Top Repositories
Web app for mining and visually analyzing association rules.
Adaline regressor learning the Celsius to Fahrenheit formula.
Using TensorFlow API to transfer a ResNet-50 neural network and connect new fully connected layers to classify cats and dogs images.
Python 3 solutions to HackerRank's RegEx challenges.
Perceptron regressing revenue for an ice cream stand according to temperature.
Competitive programming solutions (UVa, LeetCode, codeforces, InterviewBit, etc.).
Repositories
61Web app for mining and visually analyzing association rules.
Adaline regressor learning the Celsius to Fahrenheit formula.
Using TensorFlow API to transfer a ResNet-50 neural network and connect new fully connected layers to classify cats and dogs images.
Python 3 solutions to HackerRank's RegEx challenges.
Perceptron regressing revenue for an ice cream stand according to temperature.
Competitive programming solutions (UVa, LeetCode, codeforces, InterviewBit, etc.).
A simple Android app with a fibonacci sequence calculator. The app offloads the task to any machine through IP address.
PySpark for multiple linear regression on car horsepower using SMOTE for data augmentation.
TensorFlow deep regression model predicting bicycle rental.
Using MobileNetV2 to classify Google's image dataset "cats and dogs".
Adaline is a single-layer neural network, a variation of the original Perceptron architecture.
SpringBoot application for the back-end of project Tasks.
SpringBoot application for the front-end of project Tasks.
Python 3 solutions to HackerRank's Python challenges.
No description provided.
Here I am.
Simple CNN architecture classifying Fashion MNIST.
MySQL solutions to HackerRank's SQL challenges.
Java implementation of Leland Wilkinson's outlier detection algorithm
A simple chain code algorithm to perform image processing.
A simple Android GridView with cards for a store.
Quick analysis on multivariate regression using PCA and R2 score to select variables.
A web-based environment for analyzing and predicting time series.
Using Shiny web app to showcase a visual exploration of public expenditures from Brazilian cities.
Haar cascade classifiers detecting cars and persons in videos with OpenCV.
Using LeNet convolutional neural network to classify traffic signs images.
Fully connected neural network analyzing sentiments in reviews for Amazon's Alexa.
Convolutional autoencoder removing noise from Fashion MNIST clothing images.
Haar cascade classifiers detecting faces and eyes in images with OpenCV.
PySpark with logistic regression predicting if customers will exit a bank service.