Italo Gomes Santana's repositories
column-generation-for-minmax-diameter-clustering-problem
Two NP-hard problems related to clustering solved by column generation (Python and Gurobi).
steiner-tree-problem
A Genetic Algorithm for the Steiner Tree Problem (C++)
boosting-mwu-character-recognition
Boosting + Multiplicative Weights Update for MNIST dataset
Capacitated-PCP
Capacitated P-Center Problem
cits2002p2
Project2
HGS-CVRP
Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.
italogs.github.io
Página pessoal
online-spam-classifier
Online Spam Classifier to distinguish spam/not spam emails. Online Spam Classifier to distinguish spam/not spam emails. It is an online setting => a new email arrives at each iteration.
cits3401stg1
Datawarehouse and Datacube design for Medicare
cits3402p1
Programming project
cits3403stg1
CITS3403 Web and Internet Technologies — Project-1
Data-Structures-AVL-TREE
A simple implementation for AVL trees.
Data-Structures-Linked-Lists
A simple implementation for Linked Lists in C.
Data-Structures-Queue-Stack
A simple implementation for Queues and Stacks in C.
Decision-Trees
Simple greedy algorithm (CART limited to a fixed depth) for decision tree construction. Used for the course INF2980 (Metaheuristics) in PUC-Rio.
distributed-summation
Sistemas Distribuídos - Client-Server utilizando Python para realizar um somatório de 0 até N valores.
dpdp
DPDP
machine-learning-in-python
Jupyter notebooks for machine learning (scikit-learn, pandas, NumPy, seaborn, among others).
mlp-metaheuristica
This is a basic implementation of the Minimum Latency Problem (C++).
parallel-apriori
A parallel implementation of the well-known data mining algorithm Apriori in C++.
parallel-knn
A parallel implementation of the well-known data mining algorithm KNN in C++.
PrevisaoVendasFuzzy
Previsão de Vendas utilizando Lógica Fuzzy
SD-BalanceamentoCarga
Aplicação de Balanceamento de Carga
SD-Butterfly
Algoritmo Buttlerfly Distribuído