Machine Learning

This module will introduce you to the world of machine learning using Galaxy. Start with the tutorial at your own pace. If you need support contact us via the Slack Channel gta_machine-learning.

Organiser(s) Anup Kumar avatar Anup Kumar
Instructor(s) orcid logoAnna Syme avatar Anna SymeAnup Kumar avatar Anup KumarEmmanuel Augustine avatar Emmanuel AugustineIgor Makunin avatar Igor MakuninMeltem Kutnu avatar Meltem Kutnuorcid logoMichelle Terese Savage avatar Michelle Terese Savageorcid logoPaulo Cilas Morais Lyra Junior avatar Paulo Cilas Morais Lyra JuniorReyhaneh Tavakoli avatar Reyhaneh Tavakoli

Need help with these tutorials?

Open Slack support channel for this track:   #gta_machine-learning

Machine Learning

If you encounter any issue please ask us in the above Slack channel.

Lesson Slides Hands-on Recordings
Basics of machine learning
Regression in Machine Learning
Classification in Machine Learning
Deep Learning (Part 3) - Convolutional neural networks (CNN)
Deep Learning (Part 2) - Recurrent neural networks (RNN)
Fine tune large protein model (ProtTrans) using HuggingFace
interactive-tools machine-learning deep-learning jupyter-lab fine-tuning dephosphorylation-site-prediction
Building the LORIS LLR6 PanCancer Model Using PyCaret
LORIS Score Model Machine Learning PyCaret