python 8 graph-analysis 2 machine-learning 1 ml 1 sampling 1 biology-images 1 computer-vision 1 ecology 1 evolution 1 image-analysis 1 image-processing 1 phenomics 1 phenotyping 1 framework 1 neural-style-transfer 1 pytorch 1 geopandas 1 movement-data 1 spatial-data-analysis 1 trajectory 1 assertions 1 data-assertions 1 data-check 1 data-cleaning 1 data-processing 1 data-validation 1 data-verification 1 dataframe-schema 1 dataframes 1 hypothesis-testing 1

Python 12 Jupyter Notebook 2 HTML 1

seisman 1,609 pyup-bot 455 dependabot[bot] 431 yvonnefroehlich 414 cosmicbboy 327 nwlandry 292 weiji14 178 eriknw 169 anitagraser 153 maximelucas 113 deepyaman 105 jacksonburns 85 pmeier 85 teddygroves 84 michaelgrund 69 snacktavish 55 deepsource-autofix[bot] 51 leotrs 51 jonnytran 44 github-actions[bot] 44 raybellwaves 40 lunasare 35 jostmorgenstern 31 pre-commit-ci[bot] 29 kspieks 29 thomasrobiglio 28 redzapdos123 27 nathanjmcdougall 24 mar3021 22 maxrjones 22

pre-commit-ci[bot] 3 dependabot[bot] 3 pyup-bot 2 arne 2 brian larsen 2 zev 1 zachary lawrence 1 zac hatfield-dodds 1 yuri pontes 1 yaakov bressler 1 wim-peter dirks 1 william jamir silva 1 vladimir shulyak 1 vini salazar 1 tom mcclintock 1 tom collingwood 1 tobias dummschat 1 tim paine 1 tim leslie 1 tianyu zhang 1 thomas williams 1 tess linden 1 sylvain marié 1 sunho kim 1 yassun7010 1 vanta722 1 thorben-flapo 1 theorashid 1 schatimo 1 andy boomer 1

dongdong tian 1,522 jonny tran 1,040 mluerig 964 jonnytran 904 martha kandziora 879 emily jane mctavish 805 erik welch 656 anita graser 651 niels bantilan 610 philip meier 491 jackson burns 479 teddy groves 455 dependabot[bot] 452 yvonne fröhlich 428 nicholas landry 420 luna sare 298 wei ji leong 291 martin skarzynski 284 leonardo uieda 256 will schlitzer 204 ariane morassi sasso 171 michael grund 153 katharina kloppenborg 149 deepyaman datta 147 jostmorgenstern 140 leo torres 134 max jones 111 jim kitchen 89 kevin spiekermann 81 maxime lucas 80

pypi:numpy 12 pypi:pandas 11 actions:actions/setup-python 10 actions:actions/checkout 10 actions:pypa/gh-action-pypi-publish 8 pypi:scipy 7 pypi:matplotlib 7 pypi:pytest 7 actions:codecov/codecov-action 7 pypi:pytest-cov 6 pypi:coverage 5 actions:actions/upload-artifact 5 conda:pytest-cov 4 pypi:sphinx 4 conda:pandas 4 pypi:sphinx-rtd-theme 4 pypi:tox 3 conda:sphinx 3 pypi:networkx 3 conda:pytest 3 conda:matplotlib 3 pypi:twine 3 conda:numpy 3 conda:pip 3 conda:packaging 3 conda:black 3 conda:geopandas 3 pypi:pyyaml 3 actions:actions/cache 3 pypi:pip 3

hpi-dhc 2 teddygroves 1 JonnyTran 1 McTavishLab 1 GenericMappingTools 1 py4ds 1 katoss 1 python-graphblas 1 xgi-org 1 movingpandas 1 pystiche 1 phenopype 1 JacksonBurns 1 unionai-oss 1

GitHub 15