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2024

ML for Drug Discovery

Summer School

Our Mission

In June 2024, Montreal hosted the first Machine Learning for Drug Discovery Summer School (ML4DD). The event brought together over 160 participants from around the world for a week-long program. Attendees engaged in five days of lectures from more than 20 professors, including Yoshua Bengio, Anne Carpenter, and Michael Bronstein. The program concluded with a two-day hackathon where participants worked with datasets and benchmarks from Polaris, applying machine learning techniques to drug discovery challenges.

Summer School Recap

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Meet the


Speakers

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University of Oxford

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Pratyush Tiwary.png
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University of Maryland

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Anne E. Carpenter.png

Broad Institute

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Valence Labs

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Dominique Beaini.png

Mila/Valence Labs

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Karmen Condic-Jurkic.png

Open Molecular Software Foundation

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University of Virginia

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Valence Labs

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Valence Labs

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Deep Forest Science

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Valence Labs

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Massachusetts Institute
of Technology

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Max Planck Institute
for Molecular Genetics

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Valence Labs

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Valence Labs

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Valence Labs

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École Polytechnique
Fédérale de Lausanne

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Watch the Lectures

Summer school 2024:

Opening Remarks

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Opening Remarks

Speakers: Yoshua Bengio & Dominique Beaini

Day 1 -​ Intro to ML in Drug Discovery

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Day 1 - Intro to ML in Drug Discovery:

Principles & Applications. Speaker: 
Bharath Ramsundar 

Day 2 - ML in Structure

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Day 2 - ML in Structure

Based Drug Discovery. Speaker: Gabriele Corso

Day 3 - Generative

Models of Molecular

Structures

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Day 3 - Generative Models 

of Molecular Structures. Speaker: Camille Bilodeau

Day 4 - Phenomics in Drug Discovery  

Principles & Applications 

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Day 4 - Phenomics in Drug Discovery

Microscopy and Machine Learning. Speaker: Anne Carpenter

Watch full

playlist

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