OpenMS
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OpenMS GSoC: Advancing Algorithms & AI for Biomedical Insights

Category

Science and medicine

Years

Technologies

pythoncythonc++rpytorch

Topics

automationdeep learningalgorithmswebdev
Past Projects
Accelerated Read/Write and Robust OpenMS Workflows (ARROW)
Avni Badiwale
This is a biparted project in which we first focus on integrating Apache Arrow into OpenMS’s build system and dependency management framework, as...
Optimizing Casanovo for Fast and Accurate De Novo Peptide Sequencing
lingwen xu
I'm tackling Casanovo's slow beam search decoding, which stalls big proteomics datasets. By reducing GPU-CPU transfers and removing redundant steps,...