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Category: Jupyter Notebook

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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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Data Analysis Tools Jupyter Notebook Macinchem Blog

Project Jupyter wins Technical Advancement to Enable Open Science Award

23 March 202423 March 2024 chris

Project Jupyter is the winner of the White House OSTP “Technical Advancement to Enable Open Science” category. Open science relies on technical advancements and infrastructures

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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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Hints and Tutorials Jupyter Notebook Macinchem Blog

Downloading ligands from the 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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Hints and Tutorials Jupyter Notebook Macinchem Blog

Another PDB tools Jupyter Notebook

22 January 202422 January 2024 chris

The Protein Data Bank (https://www.rcsb.org) is an invaluable repository of 3D biomolecular structures. As of writing the database contains 214,791 structures (X-ray, Cryo-EM and NMR)

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Hints and Tutorials Jupyter Notebook

Getting Ligand ID for multiple PDB files

21 January 202422 January 2024 chris

The Protein Data Bank (https://www.rcsb.org) is an invaluable repository of 3D biomolecular structures. As of writing the database contains 214,791 structures (X-ray, Cryo-EM and NMR)

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Hints and Tutorials Jupyter Notebook Macinchem Blog

Scikit-Mol – Easy Embedding of RDKit into Scikit-Learn

20 December 202320 December 2023 chris

Scikit-Mol originated during an RDKit hackathon and has gradually evolved into a tool that I looks extremely useful. Scikit-Mol is related to Scikit-learn and molecules,

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Jupyter Notebook Macinchem Blog

MolSetRep

17 December 202317 December 2023 chris

Cambridge Open Engage is the collaborative platform to upload, share and advance early and open research and a recent post caught my eye. Molecular set

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Hints and Tutorials Jupyter Notebook Macinchem Blog Science Apps

BioSimSpace and sire 2023.4.0 released!

21 October 202321 October 2023 chris

Great to hear about the release of BioSimSpace and sire 2023.4.0. New features in sire include support for running alchemical relative free energy calculations directly

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Hints and Tutorials Jupyter Notebook Other Tips

Structure-based searching SQLite database

12 April 202318 February 2025 chris

The previous couple of pages described creating a SQLite database using the Terminal https://macinchem.co.uk/2023/04/12/using-sqlite-for-exact-search/ and then running exact searches from a Jupyter notebook, python script or ChemDraw

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Posts pagination

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  • View post by on Bluesky

    @macinchem.bsky.social 1 day

    AlvaSketcher

    There a number of chemical drawing packages around that range from lightweight apps for providing structure input to database searches to large fully features packages designed to provide publication...
  • View post by on Bluesky

    @macinchem.bsky.social 6 days

    dock-postprocess

    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...

    https://macinchem.org/2026/09/07/dock-postprocess/
  • View post by on Bluesky

    @macinchem.bsky.social 3 weeks

    Updated Mac mini and Mac Studio

    Apple have announced new Mac mini and Mac Studio machines. Mac mini has either M5 Pro chip or M6 chip M5 Pro 15‑core CPU with 5 super cores and 10 performance...

    https://macinchem.org/2026/08/26/updated-mac-mini-and-mac-studio/
  • View post by on Bluesky

    @macinchem.bsky.social 3 weeks

    Installing the OpenADMET PXR anvil prediction

    I had a couple of issues installing the PXR model from OpenAMET on my Apple Silicon Mac (https://huggingface.co/openadmet/pxr-chemeleon-baseline) so I thought I'd...

    https://macinchem.org/2026/08/25/installing-the-openadmet-pxr-anvil-prediction/
  • View post by on Bluesky

    @macinchem.bsky.social 3 weeks

    mlxmolkit updated

    mlxmolkit is a GPU-accelerated molecular toolkit on Apple Silicon, it is a port of nvMolKit that uses Cuda. There are now three pipelines Molecular Clustering — Morgan FP → Tanimoto...

    https://macinchem.org/2026/08/25/mlxmolkit-updated/

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