A Python implementation of the DESeq2 pipeline for bulk RNA-seq DEA.
DeseqDataSet
that is checked before printing status updates by @noamteyssier in https://github.com/owkin/PyDESeq2/pull/146
plotMA()
functionality by @emmcauley in https://github.com/owkin/PyDESeq2/pull/145
clinical
variable name to metadata
by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/161
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3.5...v0.3.6
save_path
is not None
before saving in plot_dispersions
by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/140
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3.4...v0.3.5
jupyter
from requirements by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/120
deseq2_norm
bug when applied to a pandas dataframe by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/127
beta
not initialized in irls_solver
when the design is not a full rank matrix by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/133
lfc_shrink
sign display by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/131
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3.3...v0.3.4
DeseqDataSet
by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/109
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3.2...v0.3.3
fit_alpha_mle
optimization parameterization by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/107
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3.1...v0.3.2
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.3...v0.3.1
Version 0.3 introduces a breaking change: using AnnData as a base class for DeseqDataSet
, towards the integration of PyDESeq2 to the scverse ecosystem.
joblib_verbosity
argument in fit_genewise_dispersions
by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/61
dds
's replaced
attribute by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/62
notebooks
directory by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/67
dds.replaced
to False
if cohorts don't have enough samples by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/70
Anndata
integration by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/66
mypy
by @illumination-k in https://github.com/owkin/PyDESeq2/pull/68
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.2.1...v0.3
_change_lfc_sign
attribute of the DeseqStats
class by @BorisMuzellec in https://github.com/owkin/PyDESeq2/pull/47
Full Changelog: https://github.com/owkin/PyDESeq2/compare/v0.1.1...v0.2.1