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Author: chris

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Macinchem Blog

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

26 April 202426 April 2024 chris

Apple have just released OpenELM, a family of Open-source Efficient Language Models. https://huggingface.co/apple/OpenELM

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Macinchem Blog

Cambridge Cheminformatics Network Meeting

23 April 202423 April 2024 chris

 The next Cambridge Cheminformatics Meeting – on 8 May 2024, 4pm UK time; Hybrid, at the CCDC and on Zoom! Full details are on the

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Data Analysis Tools Hints and Tutorials Science Apps

MolPipeline

22 April 202422 April 2024 chris

This looks very useful for anyone having to process multiple molecules, I particularly like the error processing! The open-source package scikit-learn provides various machine learning

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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog

TMAP on Apple Silicon

16 April 202422 April 2024 chris

tmap is a very fast visualisation library for large, high-dimensional data sets. It was published in 2020 DOI and the code is available on GitHub

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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog

A Jupyter Notebook to compare similarity between molecules

11 April 202411 April 2024 chris

I’m sometimes asked for a tool to compare the similarity of a list of molecules with every other molecule in the list. I suspect there

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Macinchem Blog Science Apps

Finding Antibodies in Cryo-EM densities with CrAI

5 April 20245 April 2024 chris

Interesting paper on Biorxiv https://www.biorxiv.org/content/10.1101/2023.09.27.559736v1.full.pdf We propose a method dedicated to finding antibodies in cryo-EM densities : CrAI. This machine learning method leverages the conserved structure

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Macinchem Blog

WWDC24

5 April 20245 April 2024 chris

The Apple worldwide developer conference is on June 10–14, 2024. Whilst there is likely to be updates to Apple hardware and OS, given the recent

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Data Analysis Tools Macinchem Blog

ReALM: Reference Resolution As Language Modeling

2 April 2024 chris

A new Apple preprint has appeared on Arxiv. https://arxiv.org/pdf/2403.20329.pdf Reference resolution is an important problem, one that is essential to understand and success- fully handle

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Hints and Tutorials Macinchem Blog Science Apps

A couple Rowan updates:

30 March 202430 March 2024 chris

(1) Added TeraChem support last week, meaning you can now run GPU-accelerated DFT calculations. (Read more about TeraChem + Rowan here.) (2) Rowan now has tautomer + conformer

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Macinchem Blog

BBEdit update 15.02

29 March 202429 March 2024 chris

Everyone’s favourite text editor has been updated, the release notes are here https://www.barebones.com/support/bbedit/current_notes.html BBEdit 15 requires Mac OS X 11.0 or later. For whichever version

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Chris Swain Follow

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Avatar Chris Swain @macinchem ·
6 Feb

Looking at TabPFN with Polaris datasets https://macinchem.org/2025/02/06/looking-at-tabpfn/ #cheminformatics

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Avatar RSC_CICAG @rsc_cicag ·
3 Feb

Don't forget to register for @RSC_BMCS Conformation Design in #DrugDiscovery conference on 3rd March! … #chemistry #medicinalchemistry #NMR #computationalchemistry #biologists

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Avatar Rowan @rowansci ·
31 Jan

RDKit is the standard software for cheminformatics, but RDKit doesn’t integrate naturally with high-accuracy chemistry simulation tools.

Starting from RDKit, it's non-trivial to simulate pKa, optimize conformers w/ ML, score tautomers, &c. There are many posts like this:

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Avatar Chris Swain @macinchem ·
31 Jan

Tabular Prior-data Fitted Network (TabPFN), a tabular foundation model on Apple Silicon. https://macinchem.org/2025/01/31/tabpfn-on-apple-silicon/

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