python3-awscrt

Python 3 bindings for the AWS Common Runtime

This package contains a number of low-level helper and utility functions for interacting with Amazon Web Services APIs from within python programs. Most application developers will prefer higher level abstractions such as those provided by the python-boto3 packages.

libsimgrid3.32

Toolkit for scalable simulation of distributed applications

SimGrid is a toolkit that provides core functionalities for the simulation of distributed applications in heterogeneous distributed environments. SimGrid can be used as a Grid simulator, a P2P simulator, a Cloud simulator, a MPI simulator, or a mix of all of them. The typical use-cases of SimGrid include heuristic evaluation, application prototyping, and real application development and tuning.

r-cran-estimatr

GNU R fast estimators for design-based inference

Fast procedures for small set of commonly-used, design-appropriate estimators with robust standard errors and confidence intervals. Includes estimators for linear regression, instrumental variables regression, difference-in-means, Horvitz-Thompson estimation, and regression improving precision of experimental estimates by interacting treatment with centered pre-treatment covariates introduced by Lin (2013) <doi:10.1214/12-AOAS583>.

postgresql-16-first-last-agg

PostgreSQL extension providing first and last aggregate functions

first-last-agg is a simple extension providing two aggregate functions, last and first, operating on any element type and returning the last or the first value of the group.

r-cran-dendsort

GNU R Modular Leaf Ordering Methods for Dendrogram Nodes

An implementation of functions to optimize ordering of nodes in a dendrogram, without affecting the meaning of the dendrogram. A dendrogram can be sorted based on the average distance of subtrees, or based on the smallest distance value. These sorting methods improve readability and interpretability of tree structure, especially for tasks such as comparison of different distance measures or linkage types and identification of tight clusters and outliers. As a result, it also introduces more meaningful reordering for a coupled heatmap visualization. This method is described in "dendsort: modular leaf ordering methods for dendrogram representations in R", F1000Research 2014, 3: 177 <doi:10.12688/f1000research.4784.1>.

python3-prody-tests

Python package for protein dynamics analysis - test data

ProDy is a free and open-source Python package for protein structure, dynamics, and sequence analysis. It allows for comparative analysis and modeling of protein structural dynamics and sequence co-evolution. Fast and flexible ProDy API is for interactive usage as well as application development. ProDy also comes with several analysis applications and a graphical user interface for visual analysis.