Preprocessing smooths color values so AI learns clean gradients better.

#preprocessing #ai #images

Post >> Hugo’s new CSS powers • A recent update can make it easier than ever to style your site, depending on how you want to do that styling.

https://www.brycewray.com/posts/2026/04/hugos-new-css-powers/

#CSS #webdev #Hugo #preprocessing #postprocessing #PostCSS #LightningCSS #Sass #scss #esbuild #cssBuild

Pipeline release! nf-core/sarek v3.8.1 - 3.8.1 - Laitaure!
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.8.1

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics

Pipeline release! nf-core/sarek v3.8.0 - 3.8.0 - Sitojaure!
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.8.0

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics

Компрессор для данных или как я написал свой первый custom transformer

Эта статья будет полезна DS специалистам, и тем, кто хоть когда-нибудь сталкивался с такой проблемой, как выбросы в данных или OOD (out of distribution), и ищет пути решения проблем, возникающих из-за них.

https://habr.com/ru/articles/988736/

#выбросы #анализ_данных #data_science #preprocessing #compression #outliner #custom_transformer #transformer #sklearn

Pipeline release! nf-core/sarek v3.7.1 - 3.7.1 - Buollámtjåhkka!
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.7.1

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics

Pipeline release! nf-core/sarek v3.7.0 - 3.7.0 - Saltoluokta!
Analysis pipeline to detect germline or somatic variants (pre-processing, variant calling and annotation) from WGS / targeted sequencing
Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.7.0

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics

#GESISMethodsHub #ResearchTools #OpenScience #SocialMedia #PreProcessing

Your data needs some pre-processing before analysis? Methods Hub has you covered.

Extract entities from social media posts such as hashtags or emojis that serve as indicators in further analysis:
➡️ https://doi.org/10.71627/extract_urls_mentions_hashtags

Inspect your data for implicit biases before using it as training material in machine learning:
➡️ https://doi.org/10.71627/weat

Or explore more at:
➡️ https://methodshub.gesis.org/

Pipeline release! nf-core/sarek v3.6.1 - Sarek 3.6.1 - Sjnjierák!

Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.6.1

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics

Pipeline release! nf-core/sarek v3.6.0 - Sarek 3.6.0 - Kvikkjokk!

Please see the changelog: https://github.com/nf-core/sarek/releases/tag/3.6.0

#annotation #cancer #gatk4 #genomics #germline #preprocessing #somatic #targetpanels #variantcalling #wholeexomesequencing #wholegenomesequencing #nfcore #openscience #nextflow #bioinformatics