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Surrogate modeling and optimization for scientific machine learning (SciML)
Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A reinforcement learning package for Julia
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Repository for the course: Numerical optimization for large scale problems and Stochastic Optimization
Julia package for the creation of optimised Latin Hypercube Sampling Plans
Chemical reaction network and systems biology interface for scientific machine learning (SciML). High performance, GPU-parallelized, and O(1) solvers in open source software.
Stima giornaliera del valore R(t) del COVID-19 nelle regioni italiane
(yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.