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Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps Software Reviews

TabPFN on Apple Silicon

31 January 202531 January 2025 chris

A recent paper published in Nature caught my eye, Accurate predictions on small data with a tabular foundation model by Hollmann et al., Here we present

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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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    @macinchem.bsky.social 3 days

    WWDC26

    Apple have announced that WWDC26 will take place on June 8-12, 2026. You can follow on the Apple Developer app, Apple website, and YouTube channel....
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    @macinchem.bsky.social 4 days

    Running Qwen3.5-397B on a M3 MacBook Pro

    A while back Apple published a paper entitled LLM in a flash: Efficient Large Language Model Inference with Limited Memory [DOI] This paper tackles the challenge of...

    https://macinchem.org/2026/03/22/running-qwen3-5-397b-on-a-m3-macbook-pro/
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    @macinchem.bsky.social 1 week

    RSC CICAG Chemical Structure Representations Meeting 2026 

    This meeting will be held at Burlington House, London, UK on Wednesday 8th April 2026. A one-day conference on Chemical Structure...
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    OpenADMET Blind Challenge: Predicting PXR Induction

    The next OpenADMET blind challenge focuses on predicting human Pregnane-X Receptor (hPXR) induction. The pregnane X receptor (hPXR) is the major...
  • View post by on Bluesky

    @macinchem.bsky.social 2 weeks

    OpenFold3-preview

    OpenFold3-preview is a biomolecular structure prediction model aiming to be a bitwise reproduction of DeepMind'sAlphaFold3, developed by the AlQuraishi Lab at Columbia University and the OpenFold consortium. This research...

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