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Patrick Walters

@wpwalters

cheminformatics, machine learning, drug discovery, opinions
378 Following 6.6K Followers 961 Posts

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Patrick Walters @wpwalters
A great opportunity to showcase your marimo skills and compete for some solid prizes. Looking forward to seeing what the community builds.
marimo Verified account @marimo_io Sep 1
33 days to win a mac mini.

the challenge: pick a cheminformatics dataset and build a marimo notebook that answers a question you want the answer to.
we're judging based on creativity, not on model accuracy. co-hosted with @wpwalters.

we'll see you in our submissions 👀
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Patrick Walters @wpwalters
Excited to team up with @marimo to explore new relationships between chemical structures and biological data.

Bring your creativity, push the boundaries of reactive notebooks, and compete for prizes! Details below 👇
marimo Verified account @marimo_io Aug 24
We're running a cheminformatics notebook competition with @wpwalters and OpenADMET. Take a dataset & bring cheminformatics to life.

Mac Mini + $2.5K in prizes, deadline Oct 4 👀
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Patrick Walters @wpwalters
An interesting piece about Axiom Bio's work combining cell painting and machine learning to predict toxicity
Alex Kesin Verified account @alexkesin Jan 8
For a decade, techbio optimized the drug discovery "paper mill": more molecules, faster. But the hard part - knowing which ones will work safely in humans - hardly moved at all.

Late last year, I spent time with Axiom Bio, a company built around the idea that the real bottleneck is predicting clinical activity in molecules, *not* merely discovering them.
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