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Category: Hints and Tutorials

Tutorials, Hints, Tips and Tricks

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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 Macinchem Blog Science Apps

A couple Rowan updates:

30 March 202430 March 2024 chris

(1) Added TeraChem support last week, meaning you can now run GPU-accelerated DFT calculations. (Read more about TeraChem + Rowan here.) (2) Rowan now has tautomer + conformer

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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)

Read More
Hints and Tutorials Macinchem Blog Science Apps

Chemprop: A Machine Learning Package for Chemical Property Prediction

28 December 202329 December 2023 chris

I know a few folks have been using this, good to see this publication DOI. Chemprop implements the D-MPNN architecture and offers simple, easy, and

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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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Hints and Tutorials Macinchem Blog

RDKit MolsMatrixToGridImage

6 December 202312 November 2024 chris

If you need to display molecules and associated data in a grid then Jeremy Monat’s MolsMatrixToGridImage is exactly what you need. To underline just how

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Hints and Tutorials Macinchem Blog

An interesting Cheminformatics blog

22 November 202322 November 2023 chris

Just stumbled across this blog on cheminformatics, machine learning (ML) and data science projects in drug discovery. Lots of useful code! Data in Life https://jhylin.github.io/Data_in_life_blog/

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    @macinchem.bsky.social 3 days

    TabPFN-3: Technical Report

    I've written about TabPFN previously https://macinchem.org/2025/02/06/looking-at-tabpfn/ and I see a technical report has just been published. https://priorlabs.ai/technical-reports/tabpfn-3 TabPFN is a...

    https://macinchem.org/2026/05/18/tabpfn-3-technical-report/
  • View post by on Bluesky

    @macinchem.bsky.social 5 days

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

    https://www.linkedin.com/feed/update/urn:li:activity:7461059877155631105 A fantastic step-by-step breakdown of an...
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    September Meetings

    If you are coming to the 9th RSC-CICAG / RSC-BMCS Artificial Intelligence in Chemistry meeting in Cambridge 2-4 September 2026. You might also be interested in the Cambridge Cheminformatics...

    https://macinchem.org/2026/05/11/september-meetings/
  • View post by on Bluesky

    @macinchem.bsky.social 2 weeks

    OpenBind’s First Data and Model Release

    Lack of data has hampered the building of models to accurately predict binding affinity so I'm sure everyone is super excited to see the first tranche of data from...

    https://macinchem.org/2026/05/07/openbinds-first-data-and-model-release/
  • View post by on Bluesky

    @macinchem.bsky.social 3 weeks

    Quantum Computing in Chemistry Conference

    RSC CICAG Quantum Computing in Chemistry: Current Capabilities and the Road to UtilityThursday 19th November 2026, Burlington House, London, UK...
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  • September Meetings
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