GitHub

A set of simple notebooks, illustrating the parallelization of R and Python code in Databricks

Parallel code - This R script demonstrates parallel computing on a Databricks cluster using the foreach package, showcasing the benefits of parallel processing for computationally intensive tasks. The ...
GitHub

MCTS-NC: A thorough GPU parallelization of Monte Carlo Tree Search implemented in Python via numba.cuda

MCTS-NC: A thorough GPU parallelization of Monte Carlo Tree Search implemented in Python via numba.cuda With CUDA computational model in mind, we propose and implement four, fast operating and ...
IEEE

Comparing Python Code Parallelization Techniques for Spatial Transcriptomics Data

Abstract: Processing of large quantitities of data from bioinformatics domain pose significant challenge for contemporary computing systems. For that reason, it is important to employ all hardware ...
Scientific Research Publishing

Development and Parallelization of an Improved 2D Moving Window Standard Deviation Python Routine for Image Segmentation Purposes ()

1 Oceanography Department, Geoscience Institute of the Federal University of Bahia (UFBA), Salvador, Brazil. 2 Earth and Environmental Physics Department, Physics Institute of the Federal University ...
Europe PMC

BigMPI4py: Python Module for Parallelization of Big Data Objects Discloses Germ Layer Specific DNA Demethylation Motifs.

Parallelization in Python integrates Message Passing Interface via the mpi4py module. Since mpi4py does not support parallelization of objects greater than 2 31 bytes, we developed BigMPI4py, a Python ...
IEEE

Parallelization of the hierarchical search in Python for high performance embedded systems

Abstract: The number of high performance embedded systems that are used for multimedia applications, like video encoding or decoding, has erupted. A key component in video encoding is the motion ...