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Hints and Tutorials Macinchem Blog

A collection of Python scripts for PyMOL

9 October 20269 October 2026 chris

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 describes several other useful

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Data Analysis Tools Hints and Tutorials Macinchem Blog

Clustering

1 October 20261 October 2026 chris

Clustering is an invaluable cheminformatics technique for subdividing a typically large compound collection into small groups of similar compounds. One of the advantages is that

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Macinchem Blog Other Tips Science Apps

dock-postprocess

7 September 20267 September 2026 chris

This looks very useful. dock-postprocess is an open-source structure-based drug design toolkit for standardizing docking results and carrying them through restrained OpenMM minimization, pose QC, protein-ligand

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Macinchem Blog Science Apps

PyChem-Pro

11 June 202611 June 2026 chris

I just stumbled across this when looking for something else. It looks very interesting A pure-Python desktop application and library for chemistry and cheminformatics —

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Hints and Tutorials Macinchem Blog

Building a 3D Pharmacophore Model from PDB Data: A free Python Workflow

16 May 202616 May 2026 chris

https://www.linkedin.com/feed/update/urn:li:activity:7461059877155631105 A fantastic step-by-step breakdown of an example Python pipeline used to build a ligand-based 3D pharmacophore model using free, open-source tools.

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Macinchem Blog Science Apps

PyChem-Pro

27 April 202627 April 2026 chris

I’ve just added PyChem-Pro to the list of cheminformatics toolkits https://macinchem.org/2023/02/17/open-source-cheminformatics-toolkits/ PyChem is a desktop chemistry application and Python library that combines molecular visualization (like

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Jupyter Notebook Macinchem Blog Science Apps

Generation of MedChem-similar Molecules

17 April 202617 April 2026 chris

A recent paper on ChemRxiv https://chemrxiv.org/doi/10.26434/chemrxiv-2025-9c1v6 describes ANNalog a transformer-based sequence-to-sequence generative model trained on pairs of molecules extracted from the same bioactivity assay in

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Hints and Tutorials Jupyter Notebook Macinchem Blog Science Apps Software Reviews Uncategorised

Looking at mlxmolkit — GPU-accelerated molecular clustering on Apple Silicon

3 April 20265 April 2026 chris

I’ve written several posts on the various options for clustering molecules https://macinchem.org/?s=clustering and a recent post from NVIDIA described GPU-Accelerated Clustering with nvMolKit that uses

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Macinchem Blog Science Apps

Mole2D molecule drawing package

31 March 202631 March 2026 chris

Mole2D is a lightweight molecule drawing package written in Python and PyQt6. All code is on GitHub https://github.com/sfmlab/mole2d and it requires RDKit and PyQt6.. PubChem

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Data Analysis Tools Hints and Tutorials Macinchem Blog Vortex Scripts

Uniprot ID to target name and bio activities

26 March 202626 March 2026 chris

Sometimes target identification studies can just turn up a list of Uniprot IDs, whilst there are a number of places you can go to find

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    @macinchem.bsky.social 1 day

    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/
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    @macinchem.bsky.social 2 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 2 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...
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    @macinchem.bsky.social 4 days

    BMCS New Approaches to Neurodegenerative Diseases cambridgemedchemconsulting.com/2026/10/07/b...
  • View post by on Bluesky

    @macinchem.bsky.social 5 days

    Frontier AI: SME Champions, phase 1

    UK registered micro, small or medium sized enterprise (SMEs) can apply for a share of up to £3.1 million to deliver feasibility studies for frontier artificial intelligence, and machine...

    https://macinchem.org/2026/10/06/frontier-ai-sme-champions-phase-1/
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  • A collection of Python scripts for PyMOL
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