53 citations · 69 across the 5 of their papers we have counts for
5 papers
giotto-ph: A Python Library for High-Performance Computation of Persistent Homology of Vietoris-Rips Filtrations
Julián Burella Pérez, Sydney Hauke, Umberto Lupo +2
We introduce giotto-ph, a high-performance, open-source software package for the computation of Vietoris-Rips barcodes. giotto-ph is based on Morozov and Nigmetov's lockfree (multi…
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration
Guillaume Tauzin, Umberto Lupo, Lewis Tunstall +6
We introduce giotto-tda, a Python library that integrates high-performance topological data analysis with machine learning via a scikit-learn-compatible API and state-of-the-art C+…
Transparent Live Code Offloading on FPGA
Roberto Rigamonti, Baptiste Delporte, Anthony Convers +1
Even though it seems that FPGAs have finally made the transition from research labs to the consumer devices' market, programming them remains challenging. Despite the improvements…
HPA: An Opportunistic Approach to Embedded Energy Efficiency
Baptiste Delporte, Roberto Rigamonti, Alberto Dassatti
Reducing energy consumption is a challenge that is faced on a daily basis by teams from the High-Performance Computing as well as the Embedded domain. This issue is mostly attacked…
Toward Transparent Heterogeneous Systems
Baptiste Delporte, Roberto Rigamonti, Alberto Dassatti
Heterogeneous parallel systems are widely spread nowadays. Despite their availability, their usage and adoption are still limited, and even more rarely they are used to full power.…