Explore projects

GIS Python materials for the Bachelor in Business IT HES-SO Valais-Wallis

These are the exercises for EPFL course "Introduction to Astroparticle Physics"

https://moodle.epfl.ch/course/view.php?id=14967

Serial Crystallography (SX) involves the processing of thousands of diffraction patterns in random orientations. To compile a complete data set, these patterns must be indexed, integrated, and merged. Herein, we introduce TORO (Torch-Powered Robust Optimization) Indexer, a robust, adaptable, and performant indexing algorithm. Developed using the PyTorch framework, TORO Indexer can operate on GPUs, CPUs, TPUs, and other accelerators supported by PyTorch, ensuring it adapts to a broad range of computational setups. On a modern NVIDIA A100 GPU, TORO achieves an indexing speed of 250 images/s.

EPFL-SV differential expression analysis of Caenorhabditis elegans (WBcel235), cco-1 RNAi, his-3 RNAi, Empty Vector