Pietro Monticone's Projects
Julia language interface for Mathematica/Wolfram Engine
MIT IAP short course: Matrix Calculus for Machine Learning and Beyond.
Graph and Network algorithms in Julia
Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.
The Model for Economic Tipping (point) Analysis
High performance metaheuristics for optimization purely coded in Julia.
Metal programming in Julia
General purpose algebraic metaprogramming and symbolic computation library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.
Metrics for evaluation of Machine Learning and Deep Learning Models
Integrated Assessment Modeling Framework
The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)
MIT_18.S097
Backward-filtering forward-guiding with StochasticDiffEq.jl
Documentation that simply works
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
https://huyenchip.com/ml-interviews-book/
:fire: A series of code examples for all sorts of machine learning tasks and applications.
🔥Highlighting the top ML papers every week.
📺 A place to discover the latest machine learning courses on YouTube.
Hyperparameter optimization algorithms for use in the MLJ machine learning framework
Ideas for models that could be made with Nengo if anyone has time
Nextstrain build for monkeypox virus
The original library for analysing multilayer networks. http://www.mkivela.com/pymnet/
multiNetX is a python package for the manipulation and visualization of multilayer networks. It is build on NetworkX
Fast approximate high-dimensional hierarchical Bayesian inference.
Analysis and Visualization of Interconnected Multilayer Networks
Nextstrain build for novel coronavirus SARS-CoV-2
Network Diffusion Library - (for NetworkX and iGraph)
The NEST simulator