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Hints and Tutorials Other Tips Science Apps

Cheminformatics on a Mac

6 April 20236 April 2023 chris

There have been some changes with Homebrew which have meant that a few of the scientific applications are no longer available so I’ve decided to

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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 Blog Science Apps

Jazzy a Python library to calculate a set of atomic/molecular descriptors

22 March 20231 April 2023 chris

Just spotted a very interesting paper “Fast calculation of hydrogen-bond strengths and free energy of hydration of small molecules”  DOI.  Jazzy is a Python library that

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Hints and Tutorials Vortex Scripts

Using JDBC Driver to access Athena from Vortex

11 March 202312 May 2023 chris

This tutorial was created by Jackson Pullman (jackson.pullman@yale.edu) Getting Started Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon

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Hints and Tutorials Vortex Scripts

Vortex script to determine the Amino Acids in a collection of peptides

11 March 202312 November 2024 chris

I’ve recently become interested the comparison of the amino amino-acid composition of peptides, to allow comparison of cyclic versus linear peptides, or brain penetrant verses

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Data Analysis Tools Other Tips

Virtual screening/Docking workflow

11 March 20236 May 2023 chris

Whilst high-throughput screening (HTS) has been the starting point for many successful drug discovery programs the cost of screening, the lack of accessibility of a

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Hints and Tutorials Other Tips

Downloading from PDB using Python

11 March 202312 April 2023 chris

The RCSB Protein Data Bank is an absolutely invaluable resource that provides archive-information about the 3D shapes of proteins, nucleic acids, and complex assemblies that helps scientists

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Hints and Tutorials Vortex Scripts

Vortex Dealing with Greek characters in column names

11 March 20238 June 2023 chris

Just a quick tip. Sometimes I have a column in a Vortex workspace that I want to access via script where the title is something

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Hints and Tutorials Vortex Scripts

Vortex script to flag duplicates

18 February 202312 April 2023 chris

When working with multiple data sets of molecules, particularly if combining them from multiple sources, one of the most common tasks is removal of duplicates.

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Data Analysis Tools Reviews Software Reviews

Open Source Python Data Science Libraries

17 February 202313 April 2023 chris

When I wrote the article entitled A few thoughts on scientific software one of the responses I got was that people did not know about the existence

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    Use the Foundation Models framework to access the on-device LLM that powers Apple Intelligence.

    https://macinchem.org/2025/10/08/use-the-foundation-models-framework-to-access-the-on-device-llm-that-powers-apple-intelligence/
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    OpenADMET Challenge

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    MayaChemTools updated

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    This looks interesting, binding free energy calculations macinchem.org/2025/09/29/b...

    BindFlow – Macs in Chemistry

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    BindFlow

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