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dominikglodzik's Projects

anchap icon anchap

Code for analysis of identity-by-descent in genetic data from isolated populations.

attentiondeepmil icon attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

hotspots icon hotspots

A method for finding hotspots of rearrangement breakpoints.

mol_time icon mol_time

R function for calculating the timing of DNA aberration events from NGS data.

pc-chip icon pc-chip

Pan-Cancer Computational Histopathology

sigprofilerextractor icon sigprofilerextractor

SigProfilerExtractor allows de novo extraction of mutational signatures from data generated in a matrix format. The tool identifies the number of operative mutational signatures, their activities in each sample, and the probability for each signature to cause a specific mutation type in a cancer sample. The tool makes use of SigProfilerMatrixGenerator and SigProfilerPlotting.

sigprofilermatrixgenerator icon sigprofilermatrixgenerator

SigProfilerMatrixGenerator creates mutational matrices for all types of somatic mutations. It allows downsizing the generated mutations only to parts for the genome (e.g., exome or a custom BED file). The tool seamlessly integrates with other SigProfiler tools.

sigprofilerplotting icon sigprofilerplotting

SigProfilerPlotting provides a standard tool for displaying all types of mutational signatures as well as all types of mutational patterns in cancer genomes. The tool seamlessly integrates with other SigProfiler tools.

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