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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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Posts pagination

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    @macinchem.bsky.social 2 days

    Icms2yield AI-Predicted Full-Spectrum UV Correction Factors: An Analyte-Standard-Free Framework for Reaction Yield Quantification

    https://macinchem.org/2026/10/13/icms2yield-ai-predicted-full-spectrum-uv-correction-factors-an-analyte-standard-free-framework-for-reaction-yield-quantification/
  • View post by on Bluesky

    @macinchem.bsky.social 4 days

    Compound Lookup Extensions

    I just noticed that the Compound Lookup extensions have been downloaded over 100 times (Safari + Chrome) and I've received some positive feedback.. I'm delighted that such a niche...

    https://macinchem.org/2026/10/11/compound-lookup-extensions/
  • View post by on Bluesky

    @macinchem.bsky.social 5 days

    Building QupKake on Apple Silicon (macOS arm64)

    QupKake predicts micro-pKa values with GFN2-xTB plus graph neural networks. Its README targets Linux. On an Apple Silicon Mac the obvious routes all fail: The...

    https://macinchem.org/2026/10/10/building-qupkake-on-apple-silicon-macos-arm64/
  • View post by on Bluesky

    @macinchem.bsky.social 6 days

    A collection of Python scripts for PyMOL

    Jeremy Tame recently mentioned a python script to produce clickable Ramachandran plots, code is available on GitHub https://github.com/JezTame/pymol-rama His website also...
  • View post by on Bluesky

    @macinchem.bsky.social 6 days

    The latest session in the BMCS Hot Topics online meeting is entitled "AI in Drug Discovery" and has a fantastic lineup of speakers. Registration is open cambridgemedchemconsulting.com/2026/10/09/a...

Recent Posts

  • Icms2yield AI-Predicted Full-Spectrum UV Correction Factors: An Analyte-Standard-Free Framework for Reaction Yield Quantification
  • Compound Lookup Extensions
  • Building QupKake on Apple Silicon (macOS arm64)
  • A collection of Python scripts for PyMOL
  • Frontier AI: SME Champions, phase 1
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  • Icms2yield AI-Predicted Full-Spectrum UV Correction Factors: An Analyte-Standard-Free Framework for Reaction Yield Quantification
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  • Building QupKake on Apple Silicon (macOS arm64)
  • A collection of Python scripts for PyMOL
  • Frontier AI: SME Champions, phase 1
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