Proceedings of the 23rd Python in Science Conference
Accepted Papers¶
multinterp
Alan Lujan
Mandala: Compositional Memoization for Simple & Powerful Scientific Data Management
Aleksandar Makelov
Training a Supervised Cilia Segmentation Model from Self-Supervision
Seyed Alireza Vaezi, Shannon Quinn
Computational Resource Optimisation in Feature Selection under Class Imbalance Conditions
Amadi Gabriel Udu, Andrea Lecchini-Visintini, Steve R. Gunn, Norman Osa-uwagboe, Maryam Khaksar Ghalati, Hongbiao Dong
Algorithms to Determine Asteroid’s Physical Properties using Sparse and Dense Photometry, Robotic Telescopes and Open Data
Arushi Nath
AI-Driven Watermarking Technique for Safeguarding Text Integrity in the Digital Age
Atharva Rasane
Evaluating Probabilistic Forecasters with sktime and tsbootstrap — Easy-to-Use, Configurable Frameworks for Reproducible Science
Benedikt Heidrich, Sankalp Gilda, Franz Kiraly
Voice Computing with Python in Jupyter Notebooks
Blaine H. M. Mooers
Predx-Tools
Brian Falkenstein, Shannon Quinn, Chakra Chennubhotla, Filippo Pullara, Raymond Yan
Improving Code Quality with Array and DataFrame Type Hints
Christopher Ariza
Continuous Tools for Scientific Publishing
Rowan Cockett, Steve Purves, Franklin Koch, Mike Morrison
geosnap: The Geospatial Neighborhood Analysis Package
Elijah Knaap, Sergio Rey
Cyanobacteria detection in small, inland water bodies with CyFi
Emily Dorne, Katie Wetstone, Trista Brophy Cerquera, Shobhana Gupta
Funix - The laziest way to build GUI apps in Python
Forrest Sheng Bao, Mike Qi, Ruixuan Tu, Erana Wan
Ecological and Spatial Influences on the Genetics of Cumacea (Crustacea: Peracarida) in the Northern North Atlantic
Justin Gagnon, Nadia Tahiri
Model Share AI
Heinrich Peters, Michael Parrott
Scikit-build-core
Henry Schreiner, Jean-Christophe Fillion-Robin, Matt McCormick
Making Research Data Flow With Python
Josh Borrow, Paul La Plante, James Aguirre, Peter K. G. Williams
Any notebook served: authoring and sharing reusable interactive widgets
Trevor Manz, Nils Gehlenborg, Nezar Abdennur
ITK-Wasm
Matthew McCormick, Paul Elliott
How the Scientific Python ecosystem helps answer fundamental questions of the Universe
Matthew Feickert, Nikolai Hartmann, Lukas Heinrich, Alexander Held, Vangelis Kourlitis, Nils Krumnack, Giordon Stark, Matthias Vigl, Gordon Watts
Supporting Greater Interactivity in the IPython Visualization Ecosystem
Nathan Martindale, Jacob Smith, Lisa Linville
Orchestrating Bioinformatics Workflows Across a Heterogeneous Toolset with Flyte
Pryce Turner
RoughPy
Sam Morley, Terry Lyons
Mamba Models a possible replacement for Transformers?
Suvrakamal Das, Rounak Sen, Saikrishna Devendiran
THEIA: An Offline Tool for Tradespace Visualization
Samuel Williams, Scott Christensen, Marvin Brown
Echodataflow: Recipe-based Fisheries Acoustics Workflow Orchestration
Valentina Staneva, Soham Butala, Landung (Don) Setiawan, Wu-Jung Lee
Python-Based GeoImagery Dataset Development for Deep Learning-Driven Forest Wildfire Detection
Valeria Martin, Derek Morgan, K. Brent Venable
Echostack: A flexible and scalable open-source software suite for echosounder data processing
Wu-Jung Lee, Valentina Staneva, Landung “Don” Setiawan, Emilio Mayorga, Caesar Tuguinay, Soham Butala, Brandyn Lucca, Dingrui Lei