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  1. transcriptome-dynamics-dmd-observability transcriptome-dynamics-dmd-observability Public

    Code to reproduce the Nature Communications manuscript "Learning perturbation-inducible cell states of novel compounds from observability analysis of transcriptome dynamics"

    Jupyter Notebook 3 2

  2. KO_learning KO_learning Public

    ML models for learning Koopman operators and also Koopman generators.

    Jupyter Notebook

  3. circuit-state circuit-state Public

    studying host-circuit phenotypes, host-circuit control, and circuit cell states

    Jupyter Notebook

  4. process-RNAseq-fastq process-RNAseq-fastq Public

    shell scripts calling functions to process fastq files

    Shell

  5. rna-tn-fusion rna-tn-fusion Public

    GNNs to integrate RNA-seq and Rb-TnSeq datasets

    Jupyter Notebook