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André Araújo's Projects

csp-for-school-timetables icon csp-for-school-timetables

This repository hosts a Jupyter Notebook on which a Constraint Satisfaction Problem is used to solve a specific Scheduling Problem. Here the algorithm helps the used construct a school timetable based on specific restrictions. Every code block is followed by an explanation!

supervised-and-unsupervised-learning-examples icon supervised-and-unsupervised-learning-examples

Here you will find a Notebook with examples of various Machine Learning algorithms (ML), more specifically, Supervised and Unsupervised Learning examples. All of the code is followed by explanations and everything is easy to use and to understand thanks to the documentation.

yolo-on-pynq-z2 icon yolo-on-pynq-z2

This repository contains all the necessary material to implement a YOLOv3 object detection algorithm on the PYNQ-Z2 FPGA. There is a step-by-step tutorial associated so everyone can do it.

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