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pfeiljx/taux

By pfeiljx

•Updated over 2 years ago

Docker container for running tauX workflow

Image
0

966

pfeiljx/taux repository overview

Identifies significant gene expression ratios given an expression matrix and labels to predict. Currently supports binary outcome variables (i.e. responder vs nonresponder for drug response prediction).

docker run pfeiljx/taux -h
taux -x expression-data.tsv -l label-data.tsv:
  -h [ --help ]                         Display this help message
  -x [ --expression ] arg               Path to expression matrix in TSV format
  -l [ --label ] arg                    Path to sample labels in TSV format
  -r [ --strata ] arg                   Path to strata for cross validation
                                        sampling
  --mode arg                            Runs analysis in sensitive mode
  -n [ --normalize ]                    MinMax normalize expression data
  -t [ --threshold ] arg (=3)           T-statistic threshold for filtering
                                        ratios
  -p [ --splits ] arg (=1)              Number of parallel splits to use.
  -c [ --cpus ] arg (=16)               Number of parallel splits to use.
  -u [ --mean-filter ] arg (=1)         mean expression filter. Default (1.0)
  -v [ --var-filter ] arg (=80)         Expression variance filter. Take top %
                                        of most variable genes. Default (80)
  -m [ --min-subtype ] arg (=5)         Absolute number of samples to be
                                        considered a subtype.
  -o [ --output ] arg (=taux-output.tsv)
                                        Path to output file
  -d [ --debug ]                        Debug mode.

Tag summary

Content type

Image

Digest

sha256:714fef027…

Size

414.8 MB

Last updated

over 2 years ago

docker pull pfeiljx/taux