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Category: Jupyter Notebook

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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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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Other Tips

Datamol.io

11 April 202311 April 2023 chris

In a recent post Pat Walters highlighted the use of molfeat in a google colab notebook https://colab.research.google.com/github/PatWalters/practicalcheminformaticstutorials/blob/main/mlmodels/QSARin8lines.ipynb. I thought I’d also mention other tools available from

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Hints and Tutorials Jupyter Notebook

Using the Python 3 library FPsim2 for similarity searches

6 April 20236 April 2023 chris

FPsim2 is a new tool for fast similarity search on big compound datasets (>100 million) being developed at ChEMBL. It was developed as a Python3 library

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    @macinchem.bsky.social 1 day

    RSC CICAG Chemical Structure Representations Meeting 2026
    Burlington House, London, UK
    Wednesday 8th April
    registrations.hg3conferences.co.uk/hg3/frontend...
    Fabulous line up of speakers.
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    @macinchem.bsky.social 2 days

    Uniprot ID to target name and bio activities

    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 out more information I...
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    @macinchem.bsky.social 5 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 7 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...

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