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Hints and Tutorials Jupyter Notebook Macinchem Blog

Structure-aware generative molecular design: from 2D or 3D?

20 January 202520 January 2025 chris

A very nice review of generative models for molecular design from Morgan Thomas. https://cheminformantics.blogspot.com/2024/12/structure-aware-generative-molecular.html Includes Jupyter notebooks for data and analysis.

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Macinchem Blog Science Apps

AlvaDesc updated

12 December 202412 December 2024 chris

AlvaDesc v3.0.0 has been updated, it has a few new features but for Mac users it is now fully compatible with Apple Silicon!! AlvaDesc is

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Hints and Tutorials Macinchem Blog Vortex Scripts

Vortex script to export multiple workspaces to individual sdf files.

19 November 202419 November 2024 chris

Sometimes when I’m comparing multiple datasets I end up with 10-20 different Vortex workspaces, for example if I’m comparing commercial screening collections from different vendors.

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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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Uncategorised

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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  • View post by on Bluesky

    @macinchem.bsky.social 1 day

    mlxmolkit — GPU-accelerated molecular clustering on Apple Silicon

    Recently a guest post from NVIDIA described GPU-Accelerated Clustering with nvMolKit that uses CUDA. A recent post no...

    https://macinchem.org/2026/03/11/mlxmolkit-gpu-accelerated-molecular-clustering-on-apple-silicon/
  • View post by on Bluesky

    @macinchem.bsky.social 2 days

    Molecular Docking with Open Access Software

    In 2020 as a result of lockdown I was asked to help create a course for MRes students as an introduction to computer-aided drug design. [DOI] This work lead...
  • View post by on Bluesky

    @macinchem.bsky.social 2 days

    RSC CICAG Chemical Structure Representation

    AI/ML have reignited our thoughts on how we represent chemical structures and so it is very timely that we have a conference on Structural Representation. Registration...
  • View post by on Bluesky

    @macinchem.bsky.social 3 days

    MOE now runs on macOS Tahoe!

    Just got this message. We're happy to announce the release of macOS-native MOE 2024.0604 for macOS Tahoe, also compatible with Big Sur and later versions (minimum version 11.5). The...

    https://macinchem.org/2026/03/09/moe-now-runs-on-macos-tahoe/
  • View post by on Bluesky

    @macinchem.bsky.social 6 days

    I'm in London for the RSC BMCS committee meeting. Looking around Burlington House I'm reminded what a great venue this is for scientific meetings. The next one I'll be at is Analyticode 2006 on 16 March 2026 www.rsc.org/events/detai.... Still time to register.

Recent Posts

  • PDB reaches a quarter of a million structures
  • mlxmolkit — GPU-accelerated molecular clustering on Apple Silicon
  • Molecular Docking with Open Access Software
  • RSC CICAG Chemical Structure Representation
  • MOE now runs on macOS Tahoe!
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  • mlxmolkit — GPU-accelerated molecular clustering on Apple Silicon
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