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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Vortex Scripts

Searching a local copy of PubChem

17 February 202524 February 2025 chris

PubChem is an invaluable source of information about 99 million molecules accessible via a website or programmatically. PubChem is an open chemistry database at the National Institutes

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Hints and Tutorials Jupyter Notebook Macinchem Blog Science Apps

Calculate pKa using Rowan

8 February 20258 February 2025 chris

Rowan is a software platform that makes it possible to run high-level quantum chemical calculations through a web interface. In general, running quantum chemical calculations

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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Software Reviews

Looking at TabPFN

6 February 202517 February 2025 chris

TabPFN is a foundation model  trained on around 130,000,000 synthetically generated datasets that mimic “real world” tabular data. These datasets sampled dataset size and number

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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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    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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    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...

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    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...

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    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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