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Frozen data version 1 (#63)
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* upgrade pycytominer and pandas

* update profiling pipeline for upgraded pycytominer

also adding recoded dose to all annotated profiles

* add dose utility file

* fix compression in aggregate

* add cyto_utils import

and run black

* add an execution script

* remove instructions from duplicate sources

* reprocess batch 2 data

* reprocess batch 1 data

* rerun comparison module with reprocessed profiles

* update consensus signatures for data freeze

* update spherized data freeze

* update per cell line spherize

* add link to drop outlier features in #65

* update documentation

adding dose info to profile readme, adding outlier feature drop to consensus readme

* add additional blocklist features

* remove outlier features using a file

* add consensus profiles

* fix spherize two ways:

spherize based on both time and cell line, and perform blocklist feature selection beforehand

* add updated spherized profiles

* add umap visualization of spherized data

* track large umap pdfs
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gwaybio authored May 21, 2021
1 parent f865c79 commit 60d85f6
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497 changes: 275 additions & 222 deletions comparison/0.get-cytominer-tool-differences.ipynb

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558 changes: 314 additions & 244 deletions comparison/1.summarize-cytominer-tool-differences.ipynb

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