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Lorenzo Campoli's Projects

grins icon grins

Multiphysics Finite Element package built on libMesh

grosspitaevskiiequation icon grosspitaevskiiequation

Fortran program that solves the three-dimensional Gross - Pitaevskii equation for a system of N bosons confined in a harmonic trap.

gtg icon gtg

Source code of "Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning" (AAMAS 2021).

hal icon hal

Hierarchical Agglomerative Learning (HAL-x)

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon 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.

hcformer icon hcformer

PyTorch implementation of "Clustering as Attention: Unified Image Segmentation with Hierarchical Clustering"

hdbscan icon hdbscan

A high performance implementation of HDBSCAN clustering.

hdbscan_paper icon hdbscan_paper

Source files and notebooks for a paper on accelerating HDBSCAN*

hdf5_utils icon hdf5_utils

High-level hdf5 API for fortran with MPI support

hed icon hed

code for Holistically-Nested Edge Detection

hep-ml-resources icon hep-ml-resources

Listing of useful learning resources for machine learning applications in high energy physics (HEPML)

hfm icon hfm

Hidden Fluid Mechanics

hierdiff icon hierdiff

A package that is useful for clustering high-dimensional instances (e.g. T cell receptors) and testing whether clusters of instances are differentially abundant in two or more categorical conditions. The package provides d3/SVG rendering of scipy hierarchical clustering dendrograms with zooming, panning and tooltips. This uniquely allows for exploring large trees of datasets, conditioned on a categorical trait.

hip icon hip

HIP: C++ Heterogeneous-Compute Interface for Portability

hip-fortran icon hip-fortran

An Open-Source Community Supported Fortran layer for AMD HIP

hipfort icon hipfort

Fortran interfaces for ROCm libraries

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