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Tag: python

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Macinchem Blog Other Tips

Querying 1TB on a MacBook Pro with Python dataframes

9 July 20249 July 2024 chris

This looks interesting, handling large datasets is becoming more common and I’m always on the lookout for useful tools because pandas requires your dataframe to

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Macinchem Blog

Fortran on the rise

7 May 20247 May 2024 chris

As I’ve mentioned before the most popular page on this site is Fortran on a Mac, I’m not a big Fortran user but I do

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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 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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A jupyter notebook to download ligands from 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

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)

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Macinchem Blog Science Apps

Matched molecular pair database mmpdb 3.1 released

12 January 202412 January 2024 chris

mmpdb 3.0, released May 2023, merged three development tracks: – create and query 1-cut med chem transformations as described in Awale et al., The Playbooks

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Macinchem Blog Science Apps

BBEdit 15 released

11 January 202411 January 2024 chris

BBEdit is my favourite text editor, of lost count of the times I’ve used it to “Zap Gremlins” to remove non-Ascii characters that were invisible

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    CNotebook integrating OpenEye toolkits into Jupyter

    CNotebook provides chemistry visualization for Jupyter Notebooks and Marimo using the OpenEye Toolkits. Import the package and your molecular data will...

    CNotebook integrating OpenEye toolkits into Jupyter

    CNotebook provides chemistry visualization for Jupyter Notebooks and Marimo using the OpenEye Toolkits. Import the package and your molecular data will automatically render as chemical structures without additional configuration. Supports...

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    @macinchem.bsky.social 2 weeks

    Cambridge Cheminformatics Meeting

    The next Cambridge Cheminformatics meeting is on 18 February 2026, 4-5.30pm UK time, Hybrid (at the CCDC on Union Road, Cambridge/via Zoom) More details of the meetings can be...

    Cambridge Cheminformatics Meeting

    The next Cambridge Cheminformatics meeting is on 18 February 2026, 4-5.30pm UK time, Hybrid (at the CCDC on Union Road, Cambridge/via Zoom) More details of the meetings can be found...

    macinchem.org

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    @macinchem.bsky.social 2 weeks

    Visual Studio Code extension that renders SMILES strings

    MolView - SMILES Preview is a Visual Studio Code extension that renders SMILES (Simplified Molecular Input Line Entry System) strings as...

    Visual Studio Code extension that renders SMILES strings

    MolView - SMILES Preview is a Visual Studio Code extension that renders SMILES (Simplified Molecular Input Line Entry System) strings as molecular structure diagrams on hover. This means that you...

    macinchem.org

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    @macinchem.bsky.social 3 weeks

    Scientific software sustainability fund macinchem.org/2026/01/29/s...

    Software sustainability fund – Macs in Chemistry

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    Storing Vortex scripts outside the Vortex file system. macinchem.org/2026/01/28/s...

    Storing Vortex scripts outside the Vortex file system – Macs in Chemistry

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