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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

TabPFN-3: Technical Report

18 May 202618 May 2026 chris

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 foundation model  trained on around 130,000,000

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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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Posts pagination

1 2 … 5 Next

  • View post by on Bluesky

    @macinchem.bsky.social 6 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 1 week

    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 2 weeks

    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...

Recent Posts

  • TabPFN-3: Technical Report
  • Building a 3D Pharmacophore Model from PDB Data: A free Python Workflow
  • September Meetings
  • OpenBind’s First Data and Model Release
  • Quantum Computing in Chemistry Conference
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@macinchem.bsky.social

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