From the 2024 Proceedings
Algorithms to Determine Asteroid’s Physical Properties using Sparse and Dense Photometry, Robotic Telescopes and Open Data
Algorithms to Determine Asteroid’s Physical Properties using Sparse and Dense Photometry, Robotic Telescopes and Open Data
Arushi Nath
https://doi.org/10.25080/TWCF2755
Mamba Models a possible replacement for Transformers?
Mamba Models a possible replacement for Transformers?
The quest for more efficient and faster deep learning models has led to the development of various alternatives to Transformers, one of which is the Mamba model. This paper provides a comprehensive comparison between Mamba models and Transformers, focusing on their architectural differences, performance metrics, and underlying mechanisms.
Suvrakamal Das, Rounak Sen, Saikrishna Devendiran
https://doi.org/10.25080/XHDR4700
Orchestrating Bioinformatics Workflows Across a Heterogeneous Toolset with Flyte
Orchestrating Bioinformatics Workflows Across a Heterogeneous Toolset with Flyte
While Python excels at prototyping and iterating quickly, it’s not always performant enough for whole-genome scale data processing. Flyte, an open-source Python-based workflow orchestrator, presents an excellent way to tie together the myriad tools required to run bioinformatics workflows.
Pryce Turner
https://doi.org/10.25080/DDJJ4932
Funix - The laziest way to build GUI apps in Python
Funix - The laziest way to build GUI apps in Python
Presenting a model or algorithm as a GUI application is a common need in the scientific and engineering community. Funix was created to automatically launch apps from existing Python functions, automatically selecting widgets based on the types of the arguments and returning functions according to the type-to-widget mapping defined in a theme.
Forrest Sheng Bao, Mike Qi, Ruixuan Tu, +1
https://doi.org/10.25080/JFYN3740
The annual SciPy Conferences allows participants from academic, commercial, and governmental organizations to:
- showcase their latest Scientific Python projects,
- learn from skilled users and developers, and
- collaborate on code development.
The conferences generally consists of multiple days of tutorials followed by two-three days of presentations, and concludes with 1-2 days developer sprints on projects of interest to the attendees.
- (N.d.). 10.25080/issn.2575-9752
