deep-learning

Tutorials covering deep-learning

Material

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides () and tutorial () buttons below.

Ecology

Lesson Slides Hands-on Recordings Input dataset Workflows
Object detection with YOLO
object-detection deep-learning ecology biodiversity marine

Statistics and machine learning

Lesson Slides Hands-on Recordings Input dataset Workflows
A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy
interactive-tools machine-learning deep-learning jupyter-lab image-segmentation protein-3D-structure
Fine tune large protein model (ProtTrans) using HuggingFace
interactive-tools machine-learning deep-learning jupyter-lab fine-tuning dephosphorylation-site-prediction

Contributors

This material was contributed to by:

orcid logoAnup Kumar avatar Anup Kumarorcid logoHelena Rasche avatar Helena RascheMarie Josse avatar Marie JosseKaivan Kamali avatar Kaivan Kamaliorcid logoTeresa Müller avatar Teresa Müllerorcid logoMichelle Terese Savage avatar Michelle Terese SavageMohammad Joudy avatar Mohammad Joudyorcid logoBjörn Grüning avatar Björn Grüningorcid logoYvan Le Bras avatar Yvan Le Brasorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoMartin Čech avatar Martin Čechorcid logoArmin Dadras avatar Armin DadrasArthur Barreau avatar Arthur Barreau

Funding

These individuals or organisations provided funding support for the development of this resource

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de.NBI
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EuroScienceGateway
EuroScienceGateway was funded by the European Union programme Horizon Europe (HORIZON-INFRA-2021-EOSC-01-04) under grant agreement number 101057388 and by UK Research and Innovation (UKRI) under the UK government’s Horizon Europe funding guarantee grant number 10038963.
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PNDB
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MNHN
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UFR
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ELIXIR Europe