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Lorenzo Campoli's Projects

ai4sciencetutorial icon ai4sciencetutorial

A tutorial for students that surveys basic ML techniques in ipython notebook format.

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

albany icon albany

Sandia National Laboratories' Albany multiphysics code

ale-lsd icon ale-lsd

Feature importance analysis by accumulated local effects (ALE) in photoacoustic oximetry by learned spectral decoloring (LSD).

alibi icon alibi

Algorithms for explaining machine learning models

amrvac icon amrvac

MPI-AMRVAC: A Parallel Adaptive Mesh Refinement Framework

ananas icon ananas

Answer to Automatic Neural Architecture Search

anchor icon anchor

Code for "High-Precision Model-Agnostic Explanations" paper

ann_gsa_tool icon ann_gsa_tool

A program for global sensitivity analysis developed by MATLAB. Please cite this paper if you use this program. "Shuang Li, Bin Yang, and Fei Qi. "Accelerate global sensitivity analysis using artificial neural network algorithm: Case studies for combustion kinetic model." Combustion and Flame 168 (2016): 53-64."

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

antioch icon antioch

C++ Chemical Kinetics, Thermodynaimics, and Transport Library

ar-pde-cnn icon ar-pde-cnn

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

athena icon athena

Athena++ GRMHD code and adaptive mesh refinement (AMR) framework

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