data processing pipeline h5py matplotlib numpy python utopia-project xarray yaml

Biology (40%)

gridtest testing yaml

binary json parser yaml

ode ode-model petab sbml yaml

biolink datamodel gene-ontology json-api knowledge-graphs linkml monarchinitiative ncats ncats-translator neo4j obofoundry owl rdf specification standard yaml

attribution citation credit metadata research-software-engineering ruby standard sustainability yaml

ansi-colors cli click cloup colorization console json logging multiplatform pygments pytest python python-tabulate sphinx terminal toml yaml

configuration-files configuration-loader python python-types schema-validator yaml yaml-configuration

argparse argparse-alternative argument-parser cli configuration-files dataclasses environment-variables json jsonnet omegaconf python python3 toml type-hints yaml

cli cli-utilities json python session-manager teamocil terminal tmux tmuxinator yaml

automation data-processing data-structures hdf5 matplotlib modelling visualization xarray yaml

buildtest hpc json-schema system-testing test-automation testing-framework yaml

cran r yaml

openfoam python yaml

automation cli command-line devops devops-tools fixer lint linter yaml yamllint

configuration ini json python toml yaml

python yaml

github-actions pkgdown r r-package ropenspain rstats template yaml

action arch aur bash git workflow yaml

csv data-mapping data-structures de-serialize json msgpack python serialize validation xml yaml

attribution citation-files credit format research-software-engineering standard sustainability wssspe yaml

json object-relational-mapper python yaml

bash docker matrix pipeline processing python workflow yaml

adles automation cybersecurity environments hacktoberfest hacktoberfest2020 python radicl test-bed virtualization vsphere yaml

config-management dataclasses json machine-learning python python-data serialization typing yaml

cli editor json sed utility yaml yml

cli config json r rstats yaml

backend cli command-line docker markdown notes server software-engineering text yaml

filesystem json network yaml

conda drop-seq dropseq dropseqtools multiqc picard pipeline plot reference-genome scrb-seq scrbseq snakemake star umi yaml

ai config configuration editor gui javascript json json-schema json-schema-documentation json-schema-editor json-schema-forms json-schema-inference json-schema-validator metaconfigurator schema schema-mapping typescript ui yaml

ai click compliance federated-learning flower gdpr hashicorp-vault jinja2 ml numpy opacus pandas privacy python pytorch sdv tensorflow weasyprint yaml

crds customresourcedefinition documentation go golang hacktoberfest kubernetes visualization yaml

action arch aur bash workflow yaml

developer-tools linter pre-commit pre-commit-hook python script yaml

typescript typescript-5 typescript-language-server-plugin typescript-plugin yaml

ai audit-logging automation circuit-breaker email-automation email-classification email-filtering gmail gmail-api golang llm local-ai machine-learning oauth ollama privacy productivity security triage yaml

yaml yml

communication docs documents github-actions guidelines information pre-commit programming python strategy yaml

deployment devops kubernetes kustomization kustomize skeleton yaml yamlfmt yamllint

jinja2 markdown pandoc yaml

api api-mock api-mocker api-rest clojure edn hacktoberfest mock mock-server openapi openapi3 swagger swagger-api swagger2 yaml

beacon-v2 bff bioinformatics biomedical-informatics cnag csv data-exploration ehr ga4gh genomics health-data json phenopackets-v2 pxf qrcode semantic-similarity semantic-similarity-measures vcf yaml

classification config deep-learning hydra monai object-detection pytorch pytorch-lightning segmentation self-supervised-learning yaml

chatbot java project-as-a-code version-control yaml

data-converter json wolfsoftware xml yaml

datacollection keylogging python3 sql yaml

avro azure csv data-science dataframes hdfs json jsoniq machine-learning nested parquet query query-engine s3 scale schemaless spark svm text yaml

fortran-language yaml yaml-parser