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Category: Data Analysis Tools

A listing of data analysis tools

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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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Data Analysis Tools Macinchem Blog

OpenADMET Blind Challenge: Predicting PXR Induction

17 March 202617 March 2026 chris

The next OpenADMET blind challenge focuses on predicting human Pregnane-X Receptor (hPXR) induction. The pregnane X receptor (hPXR) is the major determinant of CYP3A gene regulation by

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Data Analysis Tools Macinchem Blog

SCORE MLX Distilled CheMeleon molecular fingerprints on Apple Silicon

14 March 202614 March 2026 chris

ChemeleonSMD distills the CheMeleon pretrained Directed Message Passing Neural Network (DMPNN) into a SCORE-style architecture running natively on MLX. The SCORE Euler skip connection replaces ChemProp’s hard-overwrite message passing

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Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Vortex Scripts

Using t-SNE and Vortex to provide an interactive visualisation

4 March 20264 March 2026 chris

t-distributed stochastic neighbor embedding (t-SNE) is a statistical method for visualizing high-dimensional data by giving each datapoint a location in a two or three-dimensional map. Whilst there are

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Data Analysis Tools Hints and Tutorials Macinchem Blog

CHEMBL2ML

28 February 202628 February 2026 chris

An interesting web app that fetches ChEMBL bioactivity data for a target (via UniProt ID), computes molecular descriptors, and trains a simple predictive model (regression, with

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Data Analysis Tools Hints and Tutorials Macinchem Blog Vortex Scripts

Storing Vortex scripts outside the Vortex file system

28 January 202628 January 2026 chris

At least on a Mac the default place to store Vortex scripts is in the vortex folder ~/vortex/scripts Any folder/scripts you put in the vortex/scripts

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Data Analysis Tools Macinchem Blog meetings

RSC Analyticode

18 December 202518 December 2025 chris

An interesting meeting on Monday 16 March 2026 at Burlington House, London, UK The life sciences sector is undergoing a profound transformation. Advances inautomation, next-generation

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Data Analysis Tools Macinchem Blog

AI for Science Datasets: Request for Proposals

11 December 202511 December 2025 chris

Renaissance Philanthropy is releasing this call for AI for Science dataset proposals in collaboration with the UK’s Department for Science, Innovation and Technology (DSIT). This

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Data Analysis Tools Hints and Tutorials Macinchem Blog Vortex Scripts

Vortex script for Hit expansion

9 December 20259 December 2025 chris

One of the frequent situations after running a screen is you have a list of hits and you want to select related analogues to explore

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Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps

TabPFN-2.5

10 November 202510 November 2025 chris

I’ve reviewed TabPFN in the past. https://macinchem.org/2025/02/06/looking-at-tabpfn and I noticed there was a recent update. TabPFN is a foundation model  trained on around 130,000,000 synthetically generated

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  • View post by on Bluesky

    @macinchem.bsky.social 2 days

    Mole2D molecule drawing package

    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 lookup...

    https://macinchem.org/2026/03/31/mole2d-molecule-drawing-package/
  • View post by on Bluesky

    @macinchem.bsky.social 5 days

    RDKit Updated

    An update to RDKit has been released 2026_03_1 (Q1 2026). Highlights A significant number of known SMILES canonicalization problems were resolved. It's now possible to provide your own matching...
  • View post by on Bluesky

    @macinchem.bsky.social 5 days

    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.
  • View post by on Bluesky

    @macinchem.bsky.social 6 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...
  • View post by on Bluesky

    @macinchem.bsky.social 1 week

    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....

Recent Posts

  • RSC CICAG Chemical Structure Representations Meeting 2026 
  • Mole2D molecule drawing package
  • RDKit Updated
  • Uniprot ID to target name and bio activities
  • WWDC26
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Also now on Bluesky @macinchem.bsky.social

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