Set of Jupyter (iPython) notebooks (and few pdf-presentations) about things that I am interested on, like Computer Science, Statistics and Machine-Learning, Artificial Intelligence (AI), Financial Engineering, Optimization, Stochastic Modelling, Time-Series forecasting, Science in general... and more.

Analyze the structural imbalance on a signed social network.

Use a quantum computer to decode cellphone signals

Notebooks on production optimisation and history matching

IPython Notebooks of Convex Optimization Problems

We have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for reservoir characterization, uncertainty quantification and history matching.

Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing

Slides and notebooks for my tutorial at PyData London 2018

Jupyter and Pluto notebooks for Operations Research Problems

[2020] Front-End Notebook

Learning PyTorch through the D2L book. A series of notebooks for the same

Jupyter Notebooks demonstrating Optimization using Python with case studies

Repository contains many notebooks focused on scientific Python usage in tutorial way

Materials for the optimization course [Matlab and Julia]

Notebooks focused on optimization algorithms that are designed to solve the flowshop problem.

Jupyter notebooks with implementations and solutions to optimization problems found in Model Building in Mathematical Programming by H. Paul Williams.

Notebooks to support teaching material for the engineering systems optimization course (MECH559)

An interactive introduction to the Julia language

Resources regarding Transformers library

Effortlessly compress videos using this Colab notebook. Customize resolution, audio settings, and more. Created by @BrownVinci for efficient video optimization. Share your improvements! 🎥✨