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@ratschlab Biomedical Informatics at ETH Zurich

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    108 repositories

    • metagraph

      Public
      Scalable annotated de Bruijn graphs for DNA indexing, alignment, and assembly
      searchassemblymetagenomicsdnagraphalignment
      C++
      •
      GNU General Public License v3.0
      •17•110•10•13•Updated Oct 17, 2024Oct 17, 2024

    • nanotron-petagraph

      Public
      Minimalistic large language model 3D-parallelism training - Forked to train Petagraph
      Python
      •
      Apache License 2.0
      •113•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • spladder

      Public
      Tool for the detection and quantification of alternative splicing events from RNA-Seq data.
      Python
      •
      Other
      •33•102•31•0•Updated Oct 9, 2024Oct 9, 2024

    • phd-thesis-amir

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Sep 24, 2024Sep 24, 2024

    • circEWS

      Public
      circEWS public code
      Python
      •
      MIT License
      •24•59•4•0•Updated Sep 12, 2024Sep 12, 2024

    • sshash

      Public
      A compressed, associative, exact, and weighted dictionary for k-mers.
      C++
      •
      MIT License
      •17•0•0•1•Updated Aug 25, 2024Aug 25, 2024

    • gromics

      Public
      Collection of tools and utilities for *omics analyses
      Python
      •
      MIT License
      •0•1•0•1•Updated Aug 5, 2024Aug 5, 2024

    • RMS

      Public
      RMS public code
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • projects2019-boosting-bbvi-pyro

      Public
      Python
      •
      MIT License
      •0•0•3•2•Updated Jul 25, 2024Jul 25, 2024

    • AKI-EWS

      Public
      HTML
      •
      MIT License
      •0•0•0•0•Updated Jul 17, 2024Jul 17, 2024

    • genomic-gnn

      Public
      Repository for the paper "Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graph"
      Python
      •
      MIT License
      •2•2•0•1•Updated Jun 24, 2024Jun 24, 2024

    • metagraph_paper_resources

      Public
      This repository contains resources related to the manuscript describing the MetaGraph framework
      Jupyter Notebook
      •0•1•0•0•Updated Jun 13, 2024Jun 13, 2024

    • medical-reports-deidentification

      Public
      Java
      •
      MIT License
      •2•0•0•1•Updated Jun 11, 2024Jun 11, 2024

    • aestetik

      Public
      AESTETIK: AutoEncoder for Spatial Transcriptomics Expression with Topology and Image Knowledge
      machine-learningspatial-transcriptomics
      Python
      •0•10•0•0•Updated Jun 7, 2024Jun 7, 2024

    • simulate_spatial_transcriptomics_tool

      Public
      Simulate spatial transcriptomics data
      machine-learningspatial-transcriptomics
      Jupyter Notebook
      •0•2•0•0•Updated Jun 7, 2024Jun 7, 2024

    • st-rep

      Public
      Code of the paper "Representation learning for multi-modal spatially resolved transcriptomics data"
      machine-languagespatial-transcriptomics
      Jupyter Notebook
      •0•1•0•0•Updated Jun 7, 2024Jun 7, 2024

    • ricu

      Public
      🏥 ICU data with R 🏥
      R
      •
      GNU General Public License v3.0
      •10•0•1•0•Updated Apr 19, 2024Apr 19, 2024

    • pmvae

      Public
      Code for pmVAE model, seen in ICML CompBio '21
      Jupyter Notebook
      •
      MIT License
      •0•12•0•0•Updated Apr 12, 2024Apr 12, 2024

    • M.Sc.-thesis-Marc-Egli-Inf-Extr

      Public
      This GitHub Repo contains all the code for the Master Thesis Utilizing Deep Language Models for the Medical Information Extraction. The data is on a secure cluster.
      Jupyter Notebook
      •1•0•0•0•Updated Apr 7, 2024Apr 7, 2024

    • mla

      Public
      Scripts and data for reproducing the results of MetaGraph-MLA
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Mar 28, 2024Mar 28, 2024

    • famews

      Public
      FAMEWS: A Fairness Auditing tool for Medical Early-Warning Systems
      Python
      •
      MIT License
      •1•0•0•0•Updated Mar 19, 2024Mar 19, 2024

    • sim_read_until

      Public
      Simulator of an ONT device with ReadUntil gRPC support
      Jupyter Notebook
      •
      MIT License
      •1•3•0•0•Updated Mar 6, 2024Mar 6, 2024

    • ont_readfish

      Public
      Customized readfish for ONT simulator
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Mar 2, 2024Mar 2, 2024

    • ont_nanosim

      Public
      Modified NanoSim for ONT read generation with our custom needs
      Python
      •
      Other
      •0•0•0•0•Updated Feb 29, 2024Feb 29, 2024

    • dsa-for-eep

      Public
      Code repository for: "Dynamic Survival Analysis for Early Event Prediction"
      Python
      •0•0•0•0•Updated Feb 15, 2024Feb 15, 2024

    • path-fa

      Public
      Code for "Probabilistic pathway based multimodal factor analysis"
      Jupyter Notebook
      •0•2•0•0•Updated Jan 29, 2024Jan 29, 2024

    • clinical-embeddings

      Public
      Repository for the Paper: „On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“
      benchmarkmachine-learningdeep-learningtime-seriesicuembeddingsehrmimic-iiiclinical-datasequence-models
      Python
      •
      MIT License
      •0•5•0•0•Updated Dec 7, 2023Dec 7, 2023

    • mmugl

      Public
      Code repository for MMUGL: Multi-modal Graph Learning over UMLS Knowledge Graphs
      Python
      •
      MIT License
      •0•6•1•0•Updated Dec 7, 2023Dec 7, 2023

    • immunopepper

      Public
      Code for the ImmunoPepper project
      Python
      •
      Other
      •1•2•2•2•Updated Nov 22, 2023Nov 22, 2023

    • tools-project-archives

      Public
      A commandline tool to create and handle project archives
      Python
      •
      MIT License
      •1•0•5•1•Updated Oct 23, 2023Oct 23, 2023