diego-fabbri Goto Github PK
Name: Diego Fabbri
Type: User
Bio: Projects: Excel, Database, Cplex Optimization, Data Mining, Machine Learning, programming, PowerBI. Languages: R, Java, LaTeX, Python, SQL.
Location: Italy
Diego Fabbri's Projects
-bin-packing-problem
An instance of Bin Packing problem with Cplex Java Code
1d-cutting_stock
An instance of 1D Cutting Stock Problem with R script using ompr solver package
1d_cutting_stock
An instance of 1D Cutting Stock Problem with Cplex Java Code
1d_cutting_stock_py
An instance of 1D Cutting Stock Problem using Pyomo framework with Cplex solver in Python
8-queens-puzzle
Here Italian commented java code which implements this puzzle on a n×n chessboard
a-latex-document
This .tek document contains useful packages in order to edit a scientific paper or report.
a_simple_powerbi_dashboard
This project contains a simple PowerBI dashboard implemented during a training webinar powered by Tutored.
apartment-for-rent-classified-in-the-usa
A Data Mining and Machine Learning project about apartments for rent classified in the USA. Regression and classification tasks are performed using CARET package in R
assignment-problem
An instance of assignment problem with Cplex Java Code
assignment_problem
An instance of assignment problem with R script using ompr solver package
assignment_problem_py
An instance of assignment problem using Pyomo framework with Cplex solver in Python
bin_packing_problem
An instance of Bin Packing problem with R script using ompr solver package
bin_packing_problem_py
An instance of Bin Packing problem using Pyomo framework with Cplex solver in Python
binary-tree
A binary tree is a tree data structure in which each node has at most two children node. Here an italian commented java code to implement this data structure
binary_classification_with_caret
This R script can be easily reused to perfom binary classification by CARET package in R. Machine Learning algorithms' plots, results and resampling plots are exported. Few guided adjustments are required to easily reuse the script with any dataset. Coding rationale and script's main code chunks explanation are given by a pdf report.
capacitated-plant-location-problem
An instance of Capacitated Plant Location Problem with Cplex Java Code
capacitated_lot_sizing_problem_-clsp-
An instance of Capacitated Lot Sizing Problem with Cplex Java Code
capacitated_lot_sizing_problem_-clsp_py
An instance of Capacitated Lot Sizing Problem using Pyomo framework with Cplex solver in Python
capacitated_lot_sizing_problem_clsp-
An instance of Capacitated Lot Sizing Problem with R script using ompr solver package
capacitated_plant_location_problem
An instance of Capacitated Plant Location Problem with R script using ompr solver package
disney_movies_dataset_analysis
This project analyses Disney Movies dataset by a PowerBI dashboard for data visualization and further insigths gathering. The R script cleans source data.
graph-and-related-algorithms
Weighted graphs are rapresented by adjacency /incidence matrices and some related optimization algorithms are given. Here Italian commented Java code
hanoi-towers
The Tower of Hanoi is a mathematical game or puzzle. Here an Italian commented Java code
heterogeneous_fleet_composition-problem
An instance of Heterogeneous_Fleet_Composition_Problem with R script using ompr package
heterogeneous_fleet_composition_problem
An instance of Heterogeneous_Fleet_Composition_Problem with Cplex Java Code
homogeneous-fleet-composition-problem
An instance of Homogeneous Fleet Composition_Problem with Italian commented Cplex Java Code
homogeneous_fleet_composition-problem
An instance of Homogeneous Fleet Composition Problem with R script using ompr solver package
linear-regression-in-r
An example of Linear Regression in R
mixed_integer_linear_programming_problem
An instance of Mixed Integer Linear Programming Problem with Cplex Java code
ms_access_data_connection_with_r
This repository contains R scripts to connect and query an MS Access Database with R
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