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Creating Galaxy tools from Conda Through Deployment
Development in Galaxy

Alex Ostrovsky, Dave B., Matthias Bernt

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Use Jupyter notebooks in Galaxy
Using Galaxy and Managing your Data

Delphine Lariviere

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First job I submitted remains grey or running for a long time - is it broken?
FAQ

Ross Lazarus

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ToolFactory: Generating Tools From More Complex Scripts
Development in Galaxy

Ross Lazarus

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Only one Planemo test runs at a time. Why doesn't the server allow more than one at once?
FAQ

Ross Lazarus

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ToolFactory: Generating Tools From Simple Scripts
Development in Galaxy

Ross Lazarus, Helena Rasche

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Running Jobs on Remote Resources with Pulsar
Galaxy Server administration

ansible jobs git-gat

Nate Coraor, Simon Gladman, Marius van den Beek, Helena Rasche, Gianmauro Cuccuru

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Deploying a compute cluster in OpenStack via Terraform
Galaxy Server administration

terraform deploying cloud

Helena Rasche

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Galaxy Monitoring with gxadmin
Galaxy Server administration

monitoring ansible git-gat

Helena Rasche

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How I learned to stop worrying and love the systemd
Galaxy Server administration

ansible systemd

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Small Non-coding RNA Clustering using BlockClust
Transcriptomics

Pavankumar Videm

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Galaxy Installation with Ansible
Galaxy Server administration

ansible deploying git-gat

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Data Manipulation Olympics
Introduction to Galaxy Analyses

cyoa

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Automation with Jenkins
Galaxy Server administration

ansible automation

Helena Rasche

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Unicycler Assembly
Assembly

prokaryote

Anton Nekrutenko, Delphine Lariviere, Simon Gladman

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Clustering 3K PBMCs with Scanpy
Transcriptomics

single-cell 10x

Bérénice Batut, Hans-Rudolf Hotz, Mehmet Tekman

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Differential abundance testing of small RNAs
Transcriptomics

Mallory Freeberg

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Reference-based RNAseq data analysis (long)
Transcriptomics

work-in-progress

Anton Nekrutenko

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Mutation calling, viral genome reconstruction and lineage/clade assignment from SARS-CoV-2 sequencing data
Variant Analysis

covid19

Wolfgang Maier, Bérénice Batut

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Mass spectrometry: LC-MS analysis
Metabolomics

Mélanie Petera, Gildas Le Corguillé, Jean-François Martin, Yann Guitton, Workflow4Metabolomics core team

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High Throughput Molecular Dynamics and Analysis
Computational chemistry

Simon Bray, Tharindu Senapathi, Christopher Barnett, Björn Grüning

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Unicycler assembly of SARS-CoV-2 genome with preprocessing to remove human genome reads
Assembly

covid19

Wolfgang Maier

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Reference Data with CVMFS without Ansible
Galaxy Server administration

Simon Gladman, Helena Rasche

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Mass spectrometry: LC-MS data processing
Metabolomics

Mélanie Petera, Workflow4Metabolomics core team

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Trajectory Analysis using Monocle3
Transcriptomics

single-cell trajectory-analysis paper-replication

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MaxQuant and MSstats for the analysis of label-free data
Proteomics

label-free

Melanie Föll, Matthias Fahrner

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Deep Learning (Part 3) - Convolutional neural networks (CNN)
Statistics and machine learning

Kaivan Kamali

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NGS data logistics
Introduction to Galaxy Analyses

Anton Nekrutenko, Marius van den Beek, Dave Clements, Daniel Blankenberg

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Peptide Library Data Analysis
Proteomics

Jayadev Joshi, Daniel Blankenberg

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Mass spectrometry: LC-MS preprocessing with XCMS
Metabolomics

Mélanie Petera, Jean-François Martin, Gildas Le Corguillé, Workflow4Metabolomics core team

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Network analysis with Heinz
Transcriptomics

metatranscriptomics network analysis

Chao (Cico) Zhang

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Reference Data with CVMFS
Galaxy Server administration

ansible git-gat

Simon Gladman, Helena Rasche

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InterMine integration with Galaxy
Using Galaxy and Managing your Data

Daniela Butano, Yo Yehudi

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Image classification in Galaxy with fruit 360 dataset
Statistics and machine learning

Kaivan Kamali

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Protein target prediction of a bioactive ligand with Align-it and ePharmaLib
Computational chemistry

Aurélien F. A. Moumbock, Simon Bray

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Mass spectrometry imaging: Loading and exploring MSI data
Proteomics

mouse imaging

Melanie Föll, Björn Grüning

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Pre-processing of 10X Single-Cell RNA Datasets
Transcriptomics

single-cell 10x

Mehmet Tekman, Hans-Rudolf Hotz, Daniel Blankenberg, Wendi Bacon

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VGP assembly pipeline
Assembly

pacbio eukaryote VGP

Delphine Lariviere, Alex Ostrovsky, Cristóbal Gallardo, Anna Syme, Linelle Abueg, Brandon Pickett, Giulio Formenti, Marcella Sozzoni

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A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy
Statistics and machine learning

interactive-tools machine-learning deep-learning jupyter-lab image-segmentation protein-3D-structure

Anup Kumar

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Microbial Variant Calling
Variant Analysis

prokaryote

Anna Syme, Simon Gladman, Torsten Seemann

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Making sense of a newly assembled genome
Assembly

prokaryote

Anton Nekrutenko, Delphine Lariviere, Helena Rasche

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Genome Annotation
Genome Annotation

prokaryote work-in-progress

Anika Erxleben, Björn Grüning

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Introduction to Genomics and Galaxy
Introduction to Galaxy Analyses

Dave Clements, Cristóbal Gallardo

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Galaxy Interactive Tools
Development in Galaxy

Estelle Ancelet, Yvan Le Bras, Cameron Hyde, Lain Pavot, Anthony Bretaudeau, Helena Rasche

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SRA Aligned Read Format to Speed Up SARS-CoV-2 data Analysis
Using Galaxy and Managing your Data

ncbi covid19

Jon Trow, Adelaide Rhodes

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Antibiotic resistance detection
Metagenomics

nanopore plasmids assembly amr

Willem de Koning, Saskia Hiltemann

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CRISPR screen analysis
Genome Annotation

genome editing CRISPR essential genes cell line

Maria Doyle, Kenji Fujihara, Twishi Gulati

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Visualisation with Circos
Visualisation

Saskia Hiltemann, Helena Rasche, Cristóbal Gallardo

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Galaxy Interactive Tools
Galaxy Server administration

ansible interactive-tools

Nate Coraor, Simon Gladman, Helena Rasche, Anthony Bretaudeau

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The folder `recipes/belerophon/` and the file `meta.yaml` already exist in bioconda?
FAQ

Alex Ostrovsky, Dave B., Matthias Bernt

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Species distribution modeling
Ecology

interactive-tools

Elisa Michon, Yvan Le Bras, Bérénice Batut

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Identification of the micro-organisms in a beer using Nanopore sequencing
Metagenomics

nanopore beer citizen science metagenomics

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Calling variants in non-diploid systems
Variant Analysis

prokaryote

Anton Nekrutenko, Alex Ostrovsky

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From NCBI's Sequence Read Archive (SRA) to Galaxy: SARS-CoV-2 variant analysis
Variant Analysis

covid19

Marius van den Beek, Dave Clements, Daniel Blankenberg, Anton Nekrutenko

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Writing Automated Tests for Galaxy
Development in Galaxy

John Davis, John Chilton

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RNA-Seq analysis with AskOmics Interactive Tool
Transcriptomics

Xavier Garnier, Anthony Bretaudeau, Anne Siegel, Olivier Dameron, Mateo Boudet

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Generating a single cell matrix using Alevin
Transcriptomics

single-cell 10x paper-replication español

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Reference-based RNA-Seq data analysis
Transcriptomics

bulk rna-seq collections drosophila QC cyoa

Bérénice Batut, Mallory Freeberg, Mo Heydarian, Anika Erxleben, Pavankumar Videm, Clemens Blank, Maria Doyle, Nicola Soranzo, Peter van Heusden, Lucille Delisle

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Refining Genome Annotations with Apollo (eukaryotes)
Genome Annotation

eukaryote cyoa

Anthony Bretaudeau, Erasmus+ Programme

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Filter, Plot and Explore Single-cell RNA-seq Data
Transcriptomics

single-cell 10x paper-replication español interactive-tools

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ATAC-Seq data analysis
Epigenetics

Lucille Delisle, Maria Doyle, Florian Heyl

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Exome sequencing data analysis for diagnosing a genetic disease
Variant Analysis

Wolfgang Maier, Bérénice Batut, Torsten Houwaart, Anika Erxleben, Björn Grüning

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Automating Galaxy workflows using the command line
Using Galaxy and Managing your Data

workflows variant-analysis covid19

Simon Bray, Wolfgang Maier

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Refining Genome Annotations with Apollo (prokaryotes)
Genome Annotation

prokaryote

Anthony Bretaudeau, Helena Rasche, Nathan Dunn, Mateo Boudet, Erasmus+ Programme

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Mass spectrometry imaging: Examining the spatial distribution of analytes
Metabolomics

Melanie Föll, Maren Stillger

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Genome Assembly of MRSA using Oxford Nanopore MinION Data
Assembly

nanopore assembly amr

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VGP assembly pipeline - short version
Assembly

pacbio eukaryote VGP

Delphine Lariviere, Alex Ostrovsky, Cristóbal Gallardo, Brandon Pickett, Linelle Abueg

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Analyses of metagenomics data - The global picture
Metagenomics

Saskia Hiltemann, Bérénice Batut

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Submitting sequence data to ENA
Using Galaxy and Managing your Data

covid19

Miguel Roncoroni, Bert Droesbeke

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Tree thinking for tuberculosis evolution and epidemiology
Evolution

prokaryotes phylogenetics evolution work-in-progress

Christoph Stritt, Daniela Brites, Galo A. Goig

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Peptide and Protein Quantification via Stable Isotope Labelling (SIL)
Proteomics

DDA SILAC

Florian Christoph Sigloch, Björn Grüning, Matthias Fahrner

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Using dataset collections
Using Galaxy and Managing your Data

collections

Anton Nekrutenko

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Genome Assembly of MRSA using Illumina MiSeq Data
Assembly

illumina assembly amr

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Connecting Galaxy to a compute cluster
Galaxy Server administration

jobs ansible git-gat

Nate Coraor, Björn Grüning, Helena Rasche

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From small to large-scale genome comparison
Genome Annotation

Esteban Perez-Wohlfeil

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Introduction to Machine Learning using R
Statistics and machine learning

interactive-tools

Fotis E. Psomopoulos, Erasmus+ Programme

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Mass spectrometry imaging: Finding differential analytes
Metabolomics

Melanie Föll

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M. tuberculosis Variant Analysis
Variant Analysis

prokaryote

Peter van Heusden, Simon Gladman, Thoba Lose

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Protein-ligand docking
Computational chemistry

Simon Bray

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Genome annotation with Funannotate
Genome Annotation

eukaryote

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Hi-C analysis of Drosophila melanogaster cells using HiCExplorer
Epigenetics

Joachim Wolff, Fidel Ramirez, Vivek Bhardwaj, Ekaterina Polkh

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Age prediction using machine learning
Statistics and machine learning

Ekaterina Polkh, Anup Kumar

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Contributing to BioBlend as a developer
Development in Galaxy

Erik Schill, Simon Bray

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Galaxy Monitoring with Telegraf and Grafana
Galaxy Server administration

ansible monitoring git-gat

Helena Rasche

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Downstream Single-cell RNA analysis with RaceID
Transcriptomics

single-cell

Mehmet Tekman, Alex Ostrovsky

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Galaxy 101 for everyone
Introduction to Galaxy Analyses

Anne Fouilloux, Nadia Goué, Christopher Barnett, Michele Maroni, Olha Nahorna, Dave Clements, Saskia Hiltemann

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16S Microbial analysis with Nanopore data
Metagenomics

nanopore

Cristóbal Gallardo

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Essential genes detection with Transposon insertion sequencing
Genome Annotation

bacteria tnseq essential genes

Delphine Lariviere, Bérénice Batut

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Virtual screening of the SARS-CoV-2 main protease with rxDock and pose scoring
Computational chemistry

covid19

Simon Bray

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metaQuantome 1: Data creation
Proteomics

microbiome

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Emma Leith, Marie Crane

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CLIP-Seq data analysis from pre-processing to motif detection
Transcriptomics

Florian Heyl, Daniel Maticzka, Bérénice Batut

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Identification of the binding sites of the Estrogen receptor
Epigenetics

ChIP-seq work-in-progress

Friederike Dündar, Anika Erxleben, Bérénice Batut, Vivek Bhardwaj, Fidel Ramirez

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1: RNA-Seq reads to counts
Transcriptomics

collections mouse QC

Maria Doyle, Belinda Phipson, Harriet Dashnow

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metaQuantome 2: Function
Proteomics

microbiome

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Emma Leith, Marie Crane, Praveen Kumar

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Pre-processing of Single-Cell RNA Data
Transcriptomics

single-cell

Mehmet Tekman, Bérénice Batut, Anika Erxleben, Wolfgang Maier

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Analysis of plant scRNA-Seq Data with Scanpy
Transcriptomics

single-cell plants paper-replication

Mehmet Tekman, Beatriz Serrano-Solano, Cristóbal Gallardo, Pavankumar Videm

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MaxQuant and MSstats for the analysis of TMT data
Proteomics

DDA TMT

Klemens Fröhlich, Melanie Föll, Matthias Fahrner

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PAPAA PI3K_OG: PanCancer Aberrant Pathway Activity Analysis
Statistics and machine learning

Machine learning Pan-cancer cancer biomarkers oncogenes and tumor suppressor genes

Vijay, Daniel Blankenberg

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Identifying tuberculosis transmission links: from SNPs to transmission clusters
Evolution

work-in-progress

Galo A. Goig, Daniela Brites, Christoph Stritt

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Identification of somatic and germline variants from tumor and normal sample pairs
Variant Analysis

Wolfgang Maier

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Ansible
Galaxy Server administration

ansible

Helena Rasche, Saskia Hiltemann

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Trio Analysis using Synthetic Datasets from RD-Connect GPAP
Variant Analysis

cancer cyoa

Jasper Ouwerkerk, Wolfgang Maier, Helena Rasche, Saskia Hiltemann

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Compute and analyze biodiversity metrics with PAMPA toolsuite
Ecology

Coline Royaux, Yvan Le Bras, Jean-Baptiste Mihoub

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RNA-RNA interactome data analysis
Transcriptomics

Pavankumar Videm

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3: RNA-seq genes to pathways
Transcriptomics

mouse

Maria Doyle, Belinda Phipson

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Whole transcriptome analysis of Arabidopsis thaliana
Transcriptomics

miRNA plants

Cristóbal Gallardo, Pavankumar Videm, Beatriz Serrano-Solano

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Quality Control
Sequence analysis

Bérénice Batut, Maria Doyle, Alexandre Cormier, Anthony Bretaudeau, Laura Leroi, Erwan Corre, Stéphanie Robin, Erasmus+ Programme

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Machine Learning Modeling of Anticancer Peptides
Proteomics

ML cancer

Jayadev Joshi, Daniel Blankenberg

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metaQuantome 3: Taxonomy
Proteomics

microbiome

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Emma Leith, Marie Crane, Praveen Kumar

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Multisample Analysis
Using Galaxy and Managing your Data

collections

Anton Nekrutenko, Anne Pajon

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Generic plugins
Development in Galaxy

Saskia Hiltemann, Youri Hoogstrate

View Tutorial
Functionally Assembled Terrestrial Ecosystem Simulator (FATES)
Climate

interactive-tools

Anne Fouilloux, Hui Tang

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Regional GAM
Ecology

Clara Urfer, Elisa Michon, Yvan Le Bras, Bérénice Batut, Simon Benateau

View Tutorial
Long non-coding RNAs (lncRNAs) annotation with FEELnc
Genome Annotation

eukaryote

View Tutorial
GO Enrichment Analysis
Transcriptomics

IGC Bioinformatics Unit, Maria Doyle

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Understanding Barcodes
Transcriptomics

single-cell

Mehmet Tekman

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Getting your hands-on climate data
Climate

Anne Fouilloux

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RStudio in Galaxy
Using Galaxy and Managing your Data

interactive-tools

Bérénice Batut, Fotis E. Psomopoulos, Toby Hodges, Erasmus+ Programme

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Calling variants in diploid systems
Variant Analysis

Anton Nekrutenko, Nicola Soranzo

View Tutorial
Comparative gene analysis in unannotated genomes
Genome Annotation

evolution annotation vgp cookbook eukaryote prokaryote

Anton Nekrutenko

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De novo transcriptome reconstruction with RNA-Seq
Transcriptomics

Mallory Freeberg, Mo Heydarian

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Visualization of RNA-Seq results with Volcano Plot in R
Transcriptomics

interactive-tools

Maria Doyle

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Mapping and molecular identification of phenotype-causing mutations
Variant Analysis

Wolfgang Maier

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Biomarker candidate identification
Proteomics

DDA human

Florence Combes, David Christiany, Valentin Loux, Yves Vandenbrouck

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Running more than one round of Pilon polishing
FAQ

Anna Syme, Simon Gladman

View FAQ
2: RNA-seq counts to genes
Transcriptomics

limma-voom mouse QC

Maria Doyle, Belinda Phipson, Jovana Maksimovic, Anna Trigos, Matt Ritchie, Harriet Dashnow, Shian Su, Charity Law

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Genomic Data Visualisation with JBrowse
Visualisation

Helena Rasche, Saskia Hiltemann, Erasmus+ Programme

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Bulk RNA Deconvolution with MuSiC
Transcriptomics

single-cell mouse human deconvolution bulk

Mehmet Tekman, Wendi Bacon

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RNA Seq Counts to Viz in R
Transcriptomics

interactive-tools

Bérénice Batut, Fotis E. Psomopoulos, Toby Hodges, Erasmus+ Programme

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Deep Learning (Part 2) - Recurrent neural networks (RNN)
Statistics and machine learning

Kaivan Kamali

View Tutorial
Formation of the Super-Structures on the Inactive X
Epigenetics

ChIP-seq

Friederike Dündar, Anika Erxleben, Bérénice Batut, Vivek Bhardwaj, Fidel Ramirez, Leily Rabbani

View Tutorial
Identification of the binding sites of the T-cell acute lymphocytic leukemia protein 1 (TAL1)
Epigenetics

ChIP-seq

Mallory Freeberg, Mo Heydarian, Vivek Bhardwaj, Joachim Wolff, Anika Erxleben

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Deep Learning (Part 1) - Feedforward neural networks (FNN)
Statistics and machine learning

Kaivan Kamali

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Text-mining with the SimText toolset
Statistics and machine learning

interactive-tools

Marie Gramm, Dennis Lal group, Daniel Blankenberg

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Metabarcoding/eDNA through Obitools
Ecology

Coline Royaux, Olivier Norvez, Eric Coissac, Frédéric Boyer, Yvan Le Bras

View Tutorial
Creating, Editing and Importing Galaxy Workflows
Using Galaxy and Managing your Data

workflows

Marius van den Beek

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Mapping Jobs to Destinations
Galaxy Server administration

ansible jobs git-gat

Nate Coraor, Björn Grüning, Helena Rasche

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Annotating a protein list identified by LC-MS/MS experiments
Proteomics

DDA human

Valentin Loux, Florence Combes, David Christiany, Yves Vandenbrouck

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Genome annotation with Prokka
Genome Annotation

prokaryote

Anna Syme, Torsten Seemann, Simon Gladman

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Contributing a New Feature to Galaxy Core
Development in Galaxy

John Chilton, John Davis

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Debugging Galaxy
Development in Galaxy

Assunta DeSanto, John Davis, John Chilton

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Classification in Machine Learning
Statistics and machine learning

Alireza Khanteymoori, Anup Kumar, Simon Bray

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Functionally Assembled Terrestrial Ecosystem Simulator (FATES) with Galaxy Climate JupyterLab
Climate

interactive-tools

Anne Fouilloux

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Inferring Trajectories using Python (Jupyter Notebook) in Galaxy
Transcriptomics

single-cell 10x paper-replication interactive-tools

View Tutorial
Evaluating and ranking a set of pathways based on multiple metrics
Synthetic Biology

Kenza Bazi-Kabbaj, Thomas Duigou, Joan Hérisson, Guillaume Gricourt, Ioana Popescu, Jean-Loup Faulon

View Tutorial
Galaxy Database schema
Galaxy Server administration

Hans-Rudolf Hotz, Björn Grüning

View Tutorial
Mass spectrometry : GC-MS analysis with metaMS package
Metabolomics

work-in-progress

Julien Saint-Vanne

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Regression in Machine Learning
Statistics and machine learning

Alireza Khanteymoori, Anup Kumar, Simon Bray

View Tutorial
De novo transcriptome assembly, annotation, and differential expression analysis
Transcriptomics

work-in-progress

Anthony Bretaudeau, Gildas Le Corguillé, Erwan Corre, Xi Liu

View Tutorial
Clustering in Machine Learning
Statistics and machine learning

Alireza Khanteymoori, Anup Kumar

View Tutorial
Infinium Human Methylation BeadChip
Epigenetics

Katarzyna Murat, Krzysztof Poterlowicz

View Tutorial
EncyclopeDIA
Proteomics

DIA

Emma Leith, Subina Mehta, James Johnson, Pratik Jagtap, Timothy J. Griffin

View Tutorial
Managing Galaxy on Kubernetes
Galaxy Server administration

kubernetes

Nuwan Goonasekera, Enis Afgan, Alex Mahmoud, Pablo Moreno, John Davis

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Calling very rare variants
Variant Analysis

work-in-progress

Anton Nekrutenko, Nick Stoler

View Tutorial
Generating theoretical possible pathways for the production of Lycopene in E.Coli using Retrosynthesis tools
Synthetic Biology

Guillaume Gricourt, Thomas Duigou, Kenza Bazi-Kabbaj, Joan Hérisson, Ioana Popescu, Jean-Loup Faulon

View Tutorial
An Introduction to Genome Assembly
Assembly

Simon Gladman

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Biodiversity data exploration
Ecology

Olivier Norvez, Marie, Coline Royaux, Yvan Le Bras

View Tutorial
Label-free data analysis using MaxQuant
Proteomics

DDA label-free

Melanie Föll, Matthias Fahrner

View Tutorial
Nucleoli segmentation and feature extraction using CellProfiler
Imaging

Beatriz Serrano-Solano, Jean-Karim Hériché

View Tutorial
Understanding Galaxy history system
Using Galaxy and Managing your Data

Anton Nekrutenko, Martin Čech, Helena Rasche

View Tutorial
IGV Introduction
Introduction to Galaxy Analyses

Anton Nekrutenko, Joachim Wolff, Anne Pajon

View Tutorial
Galaxy 101
Introduction to Galaxy Analyses

Saskia Hiltemann, Nicola Soranzo, Clemens Blank, Anton Nekrutenko, Björn Grüning, Anne Pajon, Helena Rasche

View Tutorial
Detection and quantitation of N-termini (degradomics) via N-TAILS
Proteomics

Florian Christoph Sigloch, Björn Grüning

View Tutorial
Removal of human reads from SARS-CoV-2 sequencing data
Sequence analysis

covid19

Wolfgang Maier

View Tutorial
How to reproduce published Galaxy analyses
Introduction to Galaxy Analyses

Melanie Föll, Anne Fouilloux

View Tutorial
Combining datasets after pre-processing
Transcriptomics

single-cell 10x paper-replication español

View Tutorial
From peaks to genes
Introduction to Galaxy Analyses

Anne Pajon, Clemens Blank, Bérénice Batut, Björn Grüning, Nicola Soranzo, Dilmurat Yusuf, Sarah Peter, Helena Rasche

View Tutorial
Secretome Prediction
Proteomics

human

Florian Christoph Sigloch, Björn Grüning

View Tutorial
Single-cell quality control with scater
Transcriptomics

single-cell

Graham Etherington, Nicola Soranzo

View Tutorial
Somatic Variant Discovery from WES Data Using Control-FREEC
Variant Analysis

Khaled Jum'ah, Katarzyna Murat, Wolfgang Maier, David Salgado, Krzysztof Poterlowicz

View Tutorial
Peptide and Protein ID using OpenMS tools
Proteomics

DDA

Florian Christoph Sigloch, Björn Grüning

View Tutorial
Visualization of RNA-Seq results with Volcano Plot
Transcriptomics

Maria Doyle

View Tutorial
Genome assembly using PacBio data
Assembly

assembly pacbio

Anthony Bretaudeau, Alexandre Cormier, Erwan Corre, Laura Leroi, Stéphanie Robin, Erasmus+ Programme

View Tutorial
Distributed Object Storage
Galaxy Server administration

ansible storage

Nate Coraor, Helena Rasche, Gianmauro Cuccuru

View Tutorial
Label-free versus Labelled - How to Choose Your Quantitation Method
Proteomics

DDA

Florian Christoph Sigloch, Björn Grüning

View Tutorial
Library Generation for DIA Analysis
Proteomics

DIA

Matthias Fahrner, Melanie Föll

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Introduction to deep learning
Statistics and machine learning

Anup Kumar, Alireza Khanteymoori

View Tutorial
Proteogenomics 1: Database Creation
Proteomics

proteogenomics

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Ray Sajulga, James Johnson, Praveen Kumar

View Tutorial
Object tracking using CellProfiler
Imaging

Yi Sun, Beatriz Serrano-Solano, Jean-Karim Hériché

View Tutorial
What is Taxonomy?
FAQ

Bérénice Batut

View FAQ
Galaxy Webhooks
Development in Galaxy

Clemens Blank, Martin Čech, Björn Grüning

View Tutorial
Upgrading Galaxy
Galaxy Server administration

ansible

Simon Gladman

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De Bruijn Graph Assembly
Assembly

Simon Gladman, Helena Rasche, Saskia Hiltemann

View Tutorial
Which icons are available to use in my tutorial?
FAQ

Saskia Hiltemann

View FAQ
Genome Assembly Quality Control
Assembly

assembly quality control

Anthony Bretaudeau, Alexandre Cormier, Erwan Corre, Laura Leroi, Stéphanie Robin

View Tutorial
Designing plasmids encoding predicted pathways by using the BASIC assembly method
Synthetic Biology

Kenza Bazi-Kabbaj, Thomas Duigou, Joan Hérisson, Guillaume Gricourt, Ioana Popescu, Jean-Loup Faulon

View Tutorial
Running molecular dynamics simulations using GROMACS
Computational chemistry

Simon Bray

View Tutorial
JavaScript plugins
Development in Galaxy

Saskia Hiltemann, Youri Hoogstrate, Björn Grüning, Aysam Guerler, Dannon Baker

View Tutorial
Machine learning: classification and regression
Statistics and machine learning

Anup Kumar, Bérénice Batut

View Tutorial
Visualize Climate data with Panoply netCDF viewer
Climate

interactive-tools

Anne Fouilloux

View Tutorial
Mapping
Sequence analysis

Joachim Wolff, Bérénice Batut, Helena Rasche

View Tutorial
Do you have resources to help me get started working in the cloud?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
Visualization of RNA-Seq results with heatmap2
Transcriptomics

Maria Doyle

View Tutorial
Setting up molecular systems
Computational chemistry

Christopher Barnett, Simon Bray, Nadia Goué

View Tutorial
External Authentication
Galaxy Server administration

authentication

Nate Coraor, Nicola Soranzo, Helena Rasche

View Tutorial
Training Infrastructure as a Service (TIaaS)
Galaxy Server administration

ansible training jobs git-gat

Helena Rasche, Saskia Hiltemann

View Tutorial
Pangeo Notebook in Galaxy - Introduction to Xarray
Climate

pangeo interactive-tools jupyter-notebook jupyter-notebook

Anne Fouilloux

View Tutorial
Galaxy Installation on Kubernetes
Galaxy Server administration

kubernetes

Pablo Moreno, Enis Afgan, Nuwan Goonasekera, Alex Mahmoud, John Davis

View Tutorial
Most tools seem to have options for assembly using long and short reads, what are the pros and cons of the different tools?
FAQ

Anna Syme, Simon Gladman

View FAQ
Peptide and Protein ID using SearchGUI and PeptideShaker
Proteomics

DDA

Florian Christoph Sigloch, Björn Grüning

View Tutorial
Extracting Workflows from Histories
Using Galaxy and Managing your Data

workflows

Dave Clements

View Tutorial
DIA Analysis using OpenSwathWorkflow
Proteomics

DIA

Matthias Fahrner, Melanie Föll

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What exactly is a ‘Gene profile’?
FAQ

Rahmot Afolabi

View FAQ
Analyse HeLa fluorescence siRNA screen
Imaging

Thomas Wollmann

View Tutorial
Data Libraries
Galaxy Server administration

ansible storage git-gat

Helena Rasche, Saskia Hiltemann

View Tutorial
JupyterLab in Galaxy
Using Galaxy and Managing your Data

interactive-tools

View Tutorial
Masking repeats with RepeatMasker
Genome Annotation

eukaryote

Anthony Bretaudeau, Alexandre Cormier, Laura Leroi, Erwan Corre, Stéphanie Robin, Erasmus+ Programme, Jonathan Kreplak

View Tutorial
Proteogenomics 3: Novel peptide analysis
Proteomics

proteogenomics

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Ray Sajulga, James Johnson, Praveen Kumar

View Tutorial
RAD-Seq de-novo data analysis
Ecology

RAD-seq

Yvan Le Bras

View Tutorial
Rule Based Uploader
Using Galaxy and Managing your Data

collections tags

John Chilton, Helena Rasche

View Tutorial
Preparing genomic data for phylogeny reconstruction
Ecology

Miguel Roncoroni, Brigida Gallone

View Tutorial
Enable upload via FTP
Galaxy Server administration

data git-gat

Lucille Delisle

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Chloroplast genome assembly
Assembly

plants nanopore

Anna Syme

View Tutorial
Why is amplification more of an issue in scRNA-seq than RNA-seq?
FAQ

Wendi Bacon, Mehmet Tekman, Rahmot Afolabi

View FAQ
RAD-Seq Reference-based data analysis
Ecology

RAD-seq

Yvan Le Bras

View Tutorial
Visualization of RNA-Seq results with CummeRbund
Transcriptomics

Andrea Bagnacani

View Tutorial
Running molecular dynamics simulations using NAMD
Computational chemistry

work-in-progress

Christopher Barnett, Tharindu Senapathi, Simon Bray

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What advantages does a Chromatogram Library have over a DDA-generated library or predicted spectral library?
FAQ

Emma Leith

View FAQ
Deploying Wireguard for private mesh networking
Galaxy Server administration

wireguard networking

View Tutorial
Proteogenomics 2: Database Search
Proteomics

proteogenomics

Subina Mehta, Timothy J. Griffin, Pratik Jagtap, Ray Sajulga, James Johnson, Praveen Kumar

View Tutorial
A short introduction to Galaxy
Introduction to Galaxy Analyses

español

Anna Syme, Nicola Soranzo

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How to read a Diff
FAQ

Helena Rasche

View FAQ
Downloading and Deleting Data in Galaxy
Using Galaxy and Managing your Data

Simon Gladman, Helena Rasche

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Deploying Tailscale/Headscale for private mesh networking
Galaxy Server administration

wireguard networking

View Tutorial
Operating system compatibility
FAQ

Helena Rasche

View FAQ
Rule Based Uploader: Advanced
Using Galaxy and Managing your Data

collections tags

John Chilton, Helena Rasche

View Tutorial
Using Workflow Parameters
Using Galaxy and Managing your Data

workflows

Marius van den Beek, Helena Rasche

View Tutorial
Protein FASTA Database Handling
Proteomics

DDA

Florian Christoph Sigloch, Björn Grüning

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Scripting Galaxy using the API and BioBlend
Development in Galaxy

jupyter-notebook

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Which search algorithms are recommended for searching the metaproteomics data?
FAQ

Milla Berezutskaia

View FAQ
Interval-Wise Testing for omics data
Statistics and machine learning

Marzia A Cremona, Fabio Cumbo

View Tutorial
RAD-Seq to construct genetic maps
Ecology

RAD-seq

Yvan Le Bras

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MSStats: what does ‘compare groups = yes’ mean? And the comparison matrix to define the contrast between the 2 groups?
FAQ

Melanie Föll

View FAQ
Why does the query `SRR11772204 OR SRR11597145 OR SRR11667145` in the Run Selector not return any results?
FAQ

Anton Nekrutenko

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Name tags for following complex histories
Using Galaxy and Managing your Data

Helena Rasche

View Tutorial
Data source integration
Development in Galaxy

Bérénice Batut, Saskia Hiltemann, Gianmauro Cuccuru, Helena Rasche

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Analysis of molecular dynamics simulations
Computational chemistry

Christopher Barnett, Tharindu Senapathi, Simon Bray, Nadia Goué

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Define once, reference many times
FAQ

Nate Coraor, Saskia Hiltemann

View FAQ
Can we polish the assembly with long reads too?
FAQ

Anna Syme, Simon Gladman

View FAQ
Why do I need that big (~5GB!) complicated Docker thing - can I just install the ToolFactory into our local galaxy server from the toolshed?
FAQ

Ross Lazarus

View FAQ
How to Contribute to Galaxy
FAQ

John Chilton, Helena Rasche

View FAQ
Galaxy Tool Management with Ephemeris
Galaxy Server administration

tools git-gat

Martin Čech, Helena Rasche, Nicola Soranzo

View Tutorial
Metaproteomics tutorial
Proteomics

microbiome

Timothy J. Griffin, Pratik Jagtap, James Johnson, Clemens Blank, Subina Mehta

View Tutorial
The input for a tool is not listed in the dropdown
FAQ

Saskia Hiltemann

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What is the principle of an enrichment analysis?
FAQ

Florence Combes

View FAQ
My Galaxy looks different than in the tutorial/video
FAQ

Rahmot Afolabi

View FAQ
Do we need a contaminant FASTA for MQ in galaxy?
FAQ

Melanie Föll

View FAQ
16S Microbial Analysis with mothur (extended)
Metagenomics

Saskia Hiltemann, Bérénice Batut, Dave Clements

View Tutorial
16S Microbial Analysis with mothur (short)
Metagenomics

Saskia Hiltemann, Bérénice Batut, Dave Clements

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Workflow Reports
Using Galaxy and Managing your Data

workflows

View Tutorial
Group tags for complex experimental designs
Using Galaxy and Managing your Data

Marius van den Beek

View Tutorial
Why does my assembly graph in Bandage look different to the one pictured in the tutorial?
FAQ

Anna Syme, Simon Gladman

View FAQ
I can’t find the “Analyze Data” button
FAQ

Rahmot Afolabi

View FAQ
Statistical analysis of DIA data
Proteomics

DIA

Matthias Fahrner, Melanie Föll

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Introduction to image analysis using Galaxy
Imaging

Thomas Wollmann, Saskia Hiltemann

View Tutorial
How does one compare metaproteomics measurements from two experimental conditions?
FAQ

Milla Berezutskaia

View FAQ
FASTQ format
FAQ

Bérénice Batut

View FAQ
Pangeo ecosystem 101 for everyone - Introduction to Xarray Galaxy Tools
Climate

pangeo

Anne Fouilloux

View Tutorial
What is Gene Ontology (GO)?
FAQ

Florence Combes

View FAQ
In 'infer experiments' I get unequal numbers, but in the IGV it looks like it is unstranded. What does this mean?
FAQ

Bérénice Batut

View FAQ
What should I do special if on usegalaxy.be?
FAQ

Bert Droesbeke

View FAQ
When will aligned read objects be available for other data types?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
Customising the welcome page
FAQ

Helena Rasche

View FAQ
Use Singularity containers for running Galaxy jobs
Galaxy Server administration

jobs ansible git-gat

Torfinn Nome, Marius van den Beek, Matthias Bernt, Helena Rasche

View Tutorial
What is the advantage of breaking down protein to peptides before mass spec?
FAQ

Melanie Föll

View FAQ
How many search engines can you use in SearchGUI?
FAQ

Subina Mehta

View FAQ
DNA Methylation data analysis
Epigenetics

Joachim Wolff, Devon Ryan

View Tutorial
The UMAP Plots errors out sometimes?
FAQ

Wendi Bacon, Mehmet Tekman

View FAQ
How do I know what I can do with a role? What variables are available?
FAQ

Helena Rasche, Nicola Soranzo, Simon Gladman

View FAQ
Metatranscriptomics analysis using microbiome RNA-seq data
Metagenomics

metatranscriptomics

Pratik Jagtap, Subina Mehta, Ray Sajulga, Bérénice Batut, Emma Leith, Praveen Kumar, Saskia Hiltemann

View Tutorial
Where can I find the full listing and description of the columns in each metadata table?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
Metatranscriptomics analysis using microbiome RNA-seq data (short)
Metagenomics

metatranscriptomics

Pratik Jagtap, Subina Mehta, Ray Sajulga, Bérénice Batut, Emma Leith, Praveen Kumar, Saskia Hiltemann

View Tutorial
JBrowse is taking a long time to complete?
FAQ

Saskia Hiltemann

View FAQ
Where can I get planemo?
FAQ

Alex Ostrovsky, Dave B., Matthias Bernt

View FAQ
I have FASTQ files from metagenomics or metatranscriptomics datasets? How can I convert them into a protein FASTA file for metaproteomics searches?
FAQ

Milla Berezutskaia

View FAQ
Functional annotation of protein sequences
Genome Annotation

eukaryote

View Tutorial
Basics of machine learning
Statistics and machine learning

Anup Kumar

View Tutorial
`docker-compose up` fails with error `/usr/bin/start.sh: line 133: /galaxy/.venv/bin/uwsgi: No such file or directory`
FAQ

Ross Lazarus

View FAQ
For the “quantitation method” what is the default if I just leave it as “None”? Label free?
FAQ

Melanie Föll

View FAQ
RNAstar: Why do we set 36 for 'Length of the genomic sequence around annotated junctions'?
FAQ

Rahmot Afolabi

View FAQ
Are these data free to use and download?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
Why do we only consider highly variable genes?
FAQ

Rahmot Afolabi

View FAQ
My snippy is running for a very long time. Is this normal?
FAQ

Peter van Heusden

View FAQ
Running Ansible on your remote machine
FAQ

Helena Rasche

View FAQ
Variable connection
FAQ

Helena Rasche

View FAQ
Why don't the aligned read files have quality scores?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
Can RNA-seq techniques be applied to scRNA-seq?
FAQ

Wendi Bacon, Mehmet Tekman, Rahmot Afolabi

View FAQ
Searching Your History
Using Galaxy and Managing your Data

Helena Rasche, Anton Nekrutenko

View Tutorial
Changing the heatmap colours
FAQ

Lucille Delisle, Hans-Rudolf Hotz, Florian Heyl

View FAQ
On the Scanpy PlotEmbed step, my object doesn’t have Il2ra or Cd8b1 or Cd8a etc.
FAQ

Wendi Bacon, Mehmet Tekman

View FAQ
Why do we have a variant mapping file when it is not being used in the workflow?
FAQ

Subina Mehta

View FAQ
Additional resources to learn more about proteomic data analysis
FAQ

Melanie Föll

View FAQ
Can EncyclopeDIA be run on a DIA-MS dataset without a spectral library?
FAQ

Emma Leith

View FAQ
Got lost along the way?
FAQ

Helena Rasche

View FAQ
When is the "infer experiment" tool used in practice?
FAQ

Bérénice Batut

View FAQ
What if you forget `--diff`?
FAQ

Helena Rasche

View FAQ
Where can I find example queries for use in the cloud and elsewhere?
FAQ

Jon Trow, Adelaide Rhodes

View FAQ
The workflows contain several Query tabular for text manipulation, is there a tutorial for that?
FAQ

Subina Mehta

View FAQ
Flatten a list of list of paired datasets into a list of paired datasets
FAQ

Helena Rasche

View FAQ
Add genome and annotations to IGV from Galaxy
FAQ

Delphine Lariviere, Bérénice Batut, Helena Rasche, Saskia Hiltemann

View FAQ
Galaxy Admin Training Path
FAQ

Helena Rasche

View FAQ
What does it mean to normalize the LFQ intensities?
FAQ

Melanie Föll

View FAQ
Can this ASaiM workflow be used for single-end data?
FAQ

Subina Mehta

View FAQ
Add Mapped reads track to IGV from Galaxy
FAQ

Delphine Lariviere, Bérénice Batut, Saskia Hiltemann

View FAQ
I have a really large search database, what search strategies do you recommend for searching my mass spectrometry dataset?
FAQ

Milla Berezutskaia

View FAQ
Is it possible to subsample some samples if you have more reads?
FAQ

Lucille Delisle

View FAQ
Can I use these workflows on datasets generated from our laboratory?
FAQ

Milla Berezutskaia

View FAQ
Can I use these workflows on datasets generated from our laboratory?
FAQ

Subina Mehta

View FAQ
How do I know what protocol my data was sequenced with?
FAQ

Wendi Bacon, Mehmet Tekman

View FAQ
Galaxy Monitoring with Reports
Galaxy Server administration

ansible monitoring git-gat

Nate Coraor, Björn Grüning, Simon Gladman, Helena Rasche

View Tutorial
Why do we do dimension reduction and then clustering? Why not just cluster on the actual data?
FAQ

Rahmot Afolabi

View FAQ
It says I already have an account when registering for ecology.usegalaxy.eu
FAQ

Coline Royaux, Yvan Le Bras

View FAQ
How many mules?
FAQ

Helena Rasche, Saskia Hiltemann

View FAQ
In bowtie 2 parameters, in place of 1000 for other experiments, should we mention the median fragment length observed in our library?
FAQ

Lucille Delisle, Hans-Rudolf Hotz, Florian Heyl

View FAQ
Can I use alternative tools for the Quantification step?
FAQ

Cristóbal Gallardo

View FAQ
What kind of variants are seen in the output?
FAQ

Subina Mehta

View FAQ
UCSC - I fetched data from a remote website but now I’m logged out of Galaxy and my data is gone?
FAQ

Rahmot Afolabi

View FAQ
My Rscript tool generates a strange R error on STDOUT about an invalid operation on a closure called 'args' ?
FAQ

Ross Lazarus

View FAQ
Including custom modifications into MaxQuant in Galaxy?
FAQ

Melanie Föll

View FAQ
Is the ToolFactory a complete replacement for manual tool building?
FAQ

Ross Lazarus

View FAQ
Install tools via the Admin UI
FAQ

Saskia Hiltemann

View FAQ
Do I have to run the tools in the order of the tutorial?
FAQ

Peter van Heusden

View FAQ
Why do we change the chromosome names in the Ensembl GTF to match the UCSC genome reference?
FAQ

Subina Mehta

View FAQ
When I get a warning for base per sequence content, what should I do?
FAQ

Florian Heyl

View FAQ
Genome annotation with Maker
Genome Annotation

eukaryote

Anthony Bretaudeau

View Tutorial
Genome annotation with Maker (short)
Genome Annotation

eukaryote

Anthony Bretaudeau

View Tutorial
If you use a mqpar file, can you include modifications that are not in the Galaxy version? For instance, propionamide (Cys alkylation by acrylamide).
FAQ

Melanie Föll

View FAQ
The tutorial uses the normalised count table for visualisation. What about using VST normalised counts or rlog normalised counts?
FAQ

Bérénice Batut

View FAQ
How can I adapt this tutorial to my own data?
FAQ

Saskia Hiltemann

View FAQ
What is a SNP?
FAQ

Saskia Hiltemann

View FAQ
When can you use (or cannot use) Match between runs in MaxQuant?
FAQ

Melanie Föll

View FAQ
Where can I read more about this analysis?
FAQ

Saskia Hiltemann

View FAQ
Downloading the files from the NCBI server fails or takes too long.
FAQ

Wolfgang Maier

View FAQ
Why don't we perform the V-Search dereplication step of ASaiM for metatrascriptomic data?
FAQ

Subina Mehta

View FAQ
The Build tissue-specific expression dataset tool (step one) exits with an error code.
FAQ

Florence Combes

View FAQ
Does MaxQuant give as output possibility the PSMs and PEPs?
FAQ

Melanie Föll

View FAQ
Is it possible to visualize the RNA STAR bam file using the JBrowse tool?
FAQ

Bérénice Batut

View FAQ
Can we use the ASaiM-MT workflow on multiple input files at the same time?
FAQ

Subina Mehta

View FAQ
UCSC import: what should my file look like?
FAQ

Lucille Delisle, Hans-Rudolf Hotz, Florian Heyl

View FAQ
Do you need to merge the databases? Because you can select multiple fasta files in MaxQuant.
FAQ

Melanie Föll

View FAQ
I want to use a collection for outputs but it always passes the test even when the script fails. Why?
FAQ

Ross Lazarus

View FAQ
Example histories for the proteogenomics tutorials
FAQ

Subina Mehta

View FAQ
How does one convert RAW files to MGF peak lists within Galaxy?
FAQ

Milla Berezutskaia

View FAQ