Jonathan DeAlmeida's Projects
Examples of domain/problem definition using PDDL, STRIPS and ADL
ANGES Extension
Data-driven Anomaly Detection with Traffic Pattern Categorization in Mobile Cellular Networks
Assignments and Graders for Discrete Optimization on Coursera
A full example for causal inference on real-world retail data, for elasticity estimation
A complete computer science study plan to become a software engineer.
Computing in Statistics 1 (University of Brasília) homework assignments
Optimal RRH-MDC assignments using mixed integer linear programming
A simple zsh theme.
A complete daily plan for studying to become a machine learning engineer.
Multilingual Propositional Parser/Planner using PLY (Python Lex Yacc)
Machine learning experiments and data cleaning/wrangling using undergrad students grades in Introduction to CS from University of Brasília
Multi-Lingual Parser for 3 Planning Definition Languages
Network optimization/Linear programming problems in MatLab
Python/R Machine Learning
SVM, Random Forests, Kfolds using Flow Cytometry data from British Columbia Cancer Agency (Vancouver, Canada)
Solutions to the exercises in "R for Data Science" (Garrett Grolemund & Hadley Wickham)
A Rotten Tomatoes clone using Ruby on Rails
Sorting algorithms in Ruby
Machine Learning algorithm (spectral clustering) application using Iris Dataset
Experiments using R visualization and data cleaning/wrangling with drosophila data (University of Brasília, Department of Genetics and Morphology)
Theory and exercises from Udacity Nanodegree in Data Science (5 courses)