Pinned Repositories
Algorithms
Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.
attention-learn-to-route
Attention based model for learning to solve different routing problems
Awesome-Decision-Science
An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.
foss4g-workshop
Repository for From your data to vector tiles in your web&mobile app workshop at FOSS4G 2021, Buenos Aires
ml_course
curso de quito
OptimisationTeachingKit
Teaching kit for an optimisation course (master level), focusing for now on exercises about discrete and combinatorial optimisation.
scikit-mobility
scikit-mobility: mobility analysis in Python
TSPs-with-Profit
Tabu Search heuristic for Travelling Salesperson Problems with Profits
VeRoLog-2019-MILP
Solution for the VeRoLog Solver Challenge 2019 in a Mixed-integer linear program
VRP-Algorithms
emilio-garcia-ie's Repositories
emilio-garcia-ie/ml_course
curso de quito
emilio-garcia-ie/attention-learn-to-route
Attention based model for learning to solve different routing problems
emilio-garcia-ie/foss4g-workshop
Repository for From your data to vector tiles in your web&mobile app workshop at FOSS4G 2021, Buenos Aires
emilio-garcia-ie/OptimisationTeachingKit
Teaching kit for an optimisation course (master level), focusing for now on exercises about discrete and combinatorial optimisation.
emilio-garcia-ie/scikit-mobility
scikit-mobility: mobility analysis in Python
emilio-garcia-ie/Algorithms
Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.
emilio-garcia-ie/Awesome-Decision-Science
An evergrowing, professionally curated list of resources on everything decision-making: videos, tutorials, books, papers, theses, articles, datasets, and open-source libraries.
emilio-garcia-ie/benders-decomposition-gurobi
Repository contains implementation of Bender Decomposition for classical facility/warehause location problem using Python and Gurobi solver.
emilio-garcia-ie/bogotobogo-Machine-Learning
Code repository - Jupyter notebook
emilio-garcia-ie/Combinatorial-Optimization-in-Gurobi
Combinatorial Optimization in Gurobi
emilio-garcia-ie/DynamicStochasticElectricVRP
emilio-garcia-ie/Estadistica-data-scientist
emilio-garcia-ie/feature-selection-dimensionality-reduction
emilio-garcia-ie/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
emilio-garcia-ie/handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
emilio-garcia-ie/Integer_Programming_Pavia
Materials for an Integer Programming course at University of Pavia
emilio-garcia-ie/InventoryRoutingLNS.jl
emilio-garcia-ie/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
emilio-garcia-ie/marimo
A next-generation Python notebook: explore data, build tools, deploy apps!
emilio-garcia-ie/MIT_SC3X_Supply_Chain_Dynamics
emilio-garcia-ie/netsci-course
IU SICE Network Science course
emilio-garcia-ie/optiml
Optimizers for/and sklearn compatible Machine Learning models
emilio-garcia-ie/osmnx-examples
Usage examples, demos, and tutorials for OSMnx.
emilio-garcia-ie/PiecewiseLinearOpt.jl
Solve optimization problems containing piecewise linear functions
emilio-garcia-ie/predopt-benchmarks
emilio-garcia-ie/regular-expressions-regex
emilio-garcia-ie/scikit-learn-mooc
scikit-learn-mooc
emilio-garcia-ie/taipy
Turns Data and AI algorithms into production-ready web applications in no time.
emilio-garcia-ie/time-series
emilio-garcia-ie/viz-network
Course material for introducing data visualization with Altair and network analysis with NetworkX (in Python)