emilio-garcia-ie's repositories
attention-learn-to-route
Attention based model for learning to solve different routing problems
foss4g-workshop
Repository for From your data to vector tiles in your web&mobile app workshop at FOSS4G 2021, Buenos Aires
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
Algorithms
Free hands-on course with the implementation (in Python) and description of several computational, mathematical and statistical algorithms.
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.
benders-decomposition-gurobi
Repository contains implementation of Bender Decomposition for classical facility/warehause location problem using Python and Gurobi solver.
bogotobogo-Machine-Learning
Code repository - Jupyter notebook
Combinatorial-Optimization-in-Gurobi
Combinatorial Optimization in Gurobi
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.
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.
Integer_Programming_Pavia
Materials for an Integer Programming course at University of Pavia
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
marimo
A next-generation Python notebook: explore data, build tools, deploy apps!
netsci-course
IU SICE Network Science course
optiml
Optimizers for/and sklearn compatible Machine Learning models
osmnx-examples
Usage examples, demos, and tutorials for OSMnx.
PiecewiseLinearOpt.jl
Solve optimization problems containing piecewise linear functions
scikit-learn-mooc
scikit-learn-mooc
taipy
Turns Data and AI algorithms into production-ready web applications in no time.
viz-network
Course material for introducing data visualization with Altair and network analysis with NetworkX (in Python)