debgpt

Chatting LLM with Debian-Specific Knowledge

Large language models (LLMs) are newly emerged tools, which are capable of handling tasks that traditional software could never achieve, such as writing code based on the specification provided by the user. In this tool, we attempt to experiment and explore the possibility of leveraging LLMs to aid Debian development, in any extent.

r-cran-riskregression

GNU R Risk Regression Models and Prediction Scores for Survival

Analysis with Competing Risks Implementation of the following methods for event history analysis. Risk regression models for survival endpoints also in the presence of competing risks are fitted using binomial regression based on a time sequence of binary event status variables. A formula interface for the Fine-Gray regression model and an interface for the combination of cause-specific Cox regression models. A toolbox for assessing and comparing performance of risk predictions (risk markers and risk prediction models). Prediction performance is measured by the Brier score and the area under the ROC curve for binary possibly time-dependent outcome. Inverse probability of censoring weighting and pseudo values are used to deal with right censored data. Lists of risk markers and lists of risk models are assessed simultaneously. Cross-validation repeatedly splits the data, trains the risk prediction models on one part of each split and then summarizes and compares the performance across splits.

libhamlib4t64

Run-time library to control radio transceivers and receivers

Most recent amateur radio transceivers allow external control of their functions through a computer interface. Unfortunately, control commands are not always consistent across a manufacturer's product line and each manufacturer's product line differs greatly from its competitors.

librygel-core-2.8-0

GNOME UPnP/DLNA services - core library

Rygel is a home media solution that allows you to easily share audio, video and pictures, and control of media player on your home network. In technical terms it is both a UPnP AV MediaServer and MediaRenderer implemented through a plug-in mechanism. Interoperability with other devices in the market is achieved by conformance to very strict requirements of DLNA and on the fly conversion of media to format that client devices are capable of handling.

python3-rosettasciio

Reading and writing scientific file formats

The Rosetta Scientific Input Output library aims at providing easy reading and writing capabilities in Python for a wide range of scientific data formats. Thus providing an entry point to the wide ecosystem of python packages for scientific data analysis and computation, as well as an interoperability between different file formats. Just as the Rosetta stone provided a translation between ancient Egyptian hieroglyphs and ancient Greek. The RosettaSciIO library originates from the HyperSpy project for multi-dimensional data analysis. As HyperSpy is rooted in the electron microscopy community, data formats used by this community are still particularly well represented.

libheartbeat2t64

Subsystem for High-Availability Linux (libraries)

heartbeat is a messaging subsystem for high availability which implements serial, UDP, and PPP/UDP heartbeats.