Pinned Repositories
cache_miss_code_optimization
This project evaluates the cache miss reduction trought code optimization using two squared matrices multiplication.
caRtola
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.
constraint_programming
EvolutionaryRuinRecreate
KnapsackProblemSolver
This repository contains the Knapsack problem solver using dynamic programming in python. Under the instances folder there are multiple example files to test given different amount of objects (n) to add in the sack of capacity M.
MinimumLatencyProblem
This repository contains the implementation of a metaheuristic combining GRASP, ILS and RVND for the Minimum Latency Problem (MLP).
ML-Udacity-CapstoneProject
Supervised machine learning project to predict death occurrence in worldwide terrorist attacks
Simplex-Algorithm
This repository contains the Simplex algorithm implemented using python. Given a primal objective function, this implementation provides both primal and dual solutions.
TravelingSalesmanProblem
This project contains an implementation of the meteheuristic Iterated Local Search (ILS) algorithm to solve the NP-hard Traveling Salesman Problem using C++.
TravelingTournamentProblem
This repo contains the implementation of an heuristic to solve the Traveling Tournament Problem (TTP), as well as the implementation of the Meta-heuristics' algorithm Iterated Local Search (ILS) satisfying the predefined contraints of the NP-hard problem.
fredericoguerra's Repositories
fredericoguerra/cache_miss_code_optimization
This project evaluates the cache miss reduction trought code optimization using two squared matrices multiplication.
fredericoguerra/EvolutionaryRuinRecreate
fredericoguerra/TravelingSalesmanProblem
This project contains an implementation of the meteheuristic Iterated Local Search (ILS) algorithm to solve the NP-hard Traveling Salesman Problem using C++.
fredericoguerra/caRtola
Extração de dados da API do CartolaFC, análise exploratória dos dados e modelos preditivos em R e Python - 2014-20. [EN] Data munging, analysis and modeling of CartolaFC - the most popular fantasy football game in Brazil and maybe in the world. Data cover years 2014-19.
fredericoguerra/constraint_programming
fredericoguerra/KnapsackProblemSolver
This repository contains the Knapsack problem solver using dynamic programming in python. Under the instances folder there are multiple example files to test given different amount of objects (n) to add in the sack of capacity M.
fredericoguerra/MinimumLatencyProblem
This repository contains the implementation of a metaheuristic combining GRASP, ILS and RVND for the Minimum Latency Problem (MLP).
fredericoguerra/ML-Udacity-CapstoneProject
Supervised machine learning project to predict death occurrence in worldwide terrorist attacks
fredericoguerra/Simplex-Algorithm
This repository contains the Simplex algorithm implemented using python. Given a primal objective function, this implementation provides both primal and dual solutions.
fredericoguerra/TravelingTournamentProblem
This repo contains the implementation of an heuristic to solve the Traveling Tournament Problem (TTP), as well as the implementation of the Meta-heuristics' algorithm Iterated Local Search (ILS) satisfying the predefined contraints of the NP-hard problem.
fredericoguerra/EleicoesBR2020
fredericoguerra/FEM
Some Algorithms for Finite Element Modeling
fredericoguerra/fredericoguerra.github.io
fredericoguerra/friendzone-saga
1st-year computer science major project. read our manifesto at:
fredericoguerra/graph_algorithms
Kruskal, PRIM for Minimum Spanning Tree and Dijkstra to find the shortest path between two points.
fredericoguerra/insertion-selection-sort-algorithms
This repo has the Insertion Sort algorithm implementation in Python 3.9.0.
fredericoguerra/integer_optimization
This project uses the integer optimization mathematical modeling to reduce the planting area given a list of materials to be planted in a limited farm land and some business constraints.
fredericoguerra/Julia-Optimization
It is a study guide for people who are interested in learning Mixed Integer Programming. The repository contains a set of classical optimization problems, and each problem has its own mathematical formulation and implementation using Julia language with JuMP framework.
fredericoguerra/ML-Udacity-customer_segment
This repository contains the second project (Unsupervised Learning) which is part of the Udacity Machine Learning Engineer Nanodegree.
fredericoguerra/ML-Udacity-finding_donors
This folder contains dataset collected from 1994 U.S. census available on UCI Machine Learning Repository. The main goal of this project is to find the best Supervised Learning model algorithm that accurately predicts if an individual makes more than 50K based on some features like age, marital status, workclass, nationality, race, sex, etc.
fredericoguerra/ML-Udacity-machine_learning
Content for Udacity's Machine Learning curriculum
fredericoguerra/ml_udacity
Machine Learning Projects for Udacity ML Nanodegree
fredericoguerra/object-detection-sagemaker
This project consists of a object detection model trained and deployed using the aws sagemaker.
fredericoguerra/otimizacao_codigo
Saltos condicionais
fredericoguerra/PAC
fredericoguerra/sparkify-data-lake
This project consists of an ETL pipeline which extracts data from S3, processes them using Spark, and loads back into S3 as a set of dimensional tables to be consumed by the sparkify analytics team in order to continue finding insights in what songs their users are listening to.
fredericoguerra/sparkify-data-warehouse
fredericoguerra/US-Imigration-Analytics