Forecasting Monthly Airline Passenger Numbers with Quasi-Randomized Neural Networks
Forecasting Monthly Airline Passenger Numbers with Quasi-Randomized Neural Networks.
Python-bloggers
Data science news and tutorials - contributed by Python bloggers
Boost Your Shiny App’s Code Quality with {box.linters} in {rhino} 1.8.0
With the new {rhino} 1.8.0, we’re happy to introduce {box.linters}. This new package helps check code for projects using {box}. Looking to upgrade your enterprise dashboard to Rhino? Check out how it’s done with the World Bank’s Carbon Pricing dashboard. In this article, we’ll show you ...
A multi-language overview on how to document your research project code
Documentation serves multiple purposes and may be useful for various audiences, including your future self, collaborators, users and contributors - should you aim at packaging some of your code into a general-purpose library.
This post is part of a ser... [...Read more...]
A multi-language overview on how to organise your research project code and documents
I personally find that one of the biggest challenge when doing research is to keep things neat and organized. Having a good management system for your code and resources is key to optimizing time and brain resources. In this post, I discuss various met... [...Read more...]
A multi-language overview on how to handle dependencies within a research project
Your future self and others should be able to recreate the minimal environment to run the scripts in your research project. This is best achieved using package managers and virtual environments.
This post is part of a series of posts on best practices... [...Read more...]
A multi-language overview on how to test your research project code
Code testing is essential to identify and fix potential issues, to maintain sanity over the course of the development of the project and quickly identify bugs, and to ensure the reliability and sanity of your experiment overtime.
This post is part of a...
shiny.gosling is Now on Bioconductor – An Open-Source Software for Bioinformatics
Inclusion of our shiny.gosling package on Bioconductor is a three-fold milestone for us. First, it gives our developers the recognition they deserve. Second, it strengthens our position as a leading voice in bioinformatics software development. And finally, it amplifies our visibility and credibility within the scientific community. For you, ...
A Tweedie Trilogy － Part II: Offsets
This trilogy celebrates the 40th birthday of Tweedie distributions in 2024 and highlights some of their very special properties. [...Read more...]
Automated hyperparameter tuning using any conformalized surrogate
Automated hyperparameter tuning for Machine Learning using any conformalized surrogate.
Release: openai-python 1.33.0
A new minor version of the openai-python package was released late on Friday 7 June 2024, only a couple of days after the last minor release. This release adds a chunking_strategy argument to the methods for adding files to vector stores. [...Read more...]
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