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Category: Hints and Tutorials

Tutorials, Hints, Tips and Tricks

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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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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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Hints and Tutorials Jupyter Notebook Macinchem Blog

Some new ways to speed RDKit calls up using multiple threads

11 February 202411 February 2024 chris

Another tutorial from Greg Landrum, focussing on how to take advantage of modern multithreaded CPUs. https://greglandrum.github.io/rdkit-blog/posts/2024-02-11-more-multithreading.html Looking at Generating fingerprints, Molecular standardization, Conformer generation, RMSD

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Hints and Tutorials Jupyter Notebook Macinchem Blog

Downloading ligands from the PDB

24 January 202424 January 2024 chris

A previous post described Getting Ligand ID for multiple PDB files, using the PDBe API (https://www.ebi.ac.uk/pdbe/pdbe-services). The result is a csv file containing the ligand

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Hints and Tutorials Jupyter Notebook Macinchem Blog

Another PDB tools Jupyter Notebook

22 January 202422 January 2024 chris

The Protein Data Bank (https://www.rcsb.org) is an invaluable repository of 3D biomolecular structures. As of writing the database contains 214,791 structures (X-ray, Cryo-EM and NMR)

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Hints and Tutorials Jupyter Notebook

Getting Ligand ID for multiple PDB files

21 January 202422 January 2024 chris

The Protein Data Bank (https://www.rcsb.org) is an invaluable repository of 3D biomolecular structures. As of writing the database contains 214,791 structures (X-ray, Cryo-EM and NMR)

Read More
Hints and Tutorials Macinchem Blog Science Apps

Chemprop: A Machine Learning Package for Chemical Property Prediction

28 December 202329 December 2023 chris

I know a few folks have been using this, good to see this publication DOI. Chemprop implements the D-MPNN architecture and offers simple, easy, and

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Hints and Tutorials Jupyter Notebook Macinchem Blog

Scikit-Mol – Easy Embedding of RDKit into Scikit-Learn

20 December 202320 December 2023 chris

Scikit-Mol originated during an RDKit hackathon and has gradually evolved into a tool that I looks extremely useful. Scikit-Mol is related to Scikit-learn and molecules,

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    @macinchem.bsky.social 12 hours

    Vortex script using BioTransformer

    Prediction of the metabolism of small molecules is very challenging and so having a variety of different tools is always useful. I've previously written Vortex scripts to use SMARTCyp...

    Vortex script using BioTransformer

    Prediction of the metabolism of small molecules is very challenging and so having a variety of different tools is always useful. I've previously written Vortex scripts to use SMARTCyp and...

    macinchem.org

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    @macinchem.bsky.social 2 days

    BBEdit updated

    BBEdit everyone's favourite text editor has been updated to 15.5.5 This update contains only fixes for reported symptoms. Please see the release notes for previous versions for details on what is...

    https://macinchem.org/2026/02/20/bbedit-updated/
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    @macinchem.bsky.social 3 days

    AI Club for Biomedicine

    Well it was standing room only at the last nights Cambridge Cheminformatics Network meeting Co-folding special. Many thanks to all the speakers I'm sorry we did not have time...

    https://macinchem.org/2026/02/19/ai-club-for-biomedicine-2/
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    @macinchem.bsky.social 5 days

    Apple Event March 4th 2026

    Apple today announced a "special Apple Experience" in New York, London, and Shanghai, taking place on March 4, 2026 at 9:00am ET. Interesting that it is taking place simultaneously...

    Apple Event March 4th 2026

    Apple today announced a "special Apple Experience" in New York, London, and Shanghai, taking place on March 4, 2026 at 9:00am ET. Interesting that it is taking place simultaneously in...

    macinchem.org

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    @macinchem.bsky.social 7 days

    Grant funded high-throughput screening

    Apply for funding to run a high throughput screen (HTS) using AstraZeneca’s compound library and screening robots. There are two funding opportunities per year that are open to...

    https://macinchem.org/2026/02/16/grant-funded-high-throughput-screening/

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