Skip to content

Macs in Chemistry

A site for chemists using Macs in Chemistry

  • Home
  • Blog
  • Hints and Tutorials
    • Hints and Tutorials
      • Applescript
      • Other Tips
      • Jupyter Notebook
      • Vortex Scripts
  • iBabel
  • Science Apps
  • Reviews
    • Reviews
    • Apple Silicon
    • Software Reviews
      • Reviews
      • Data Analysis Tools
        • Open Source Python Data Science Libraries
      • Spectroscopy
      • Open Source Cheminformatics Toolkits
  • Fortran on a Mac
    • Fortran on a Mac
    • News items

Category: Data Analysis Tools

A listing of data analysis tools

  • Home
  • Blog
  • Data Analysis Tools
Data Analysis Tools Hints and Tutorials Macinchem Blog Vortex Scripts

Using JDBC with Vortex

24 April 202524 April 2025 chris

JDBC, which stands for Java Database Connectivity, is a Java API that allows Java applications to interact with relational databases. There are JDBC drivers for most

Read More
Data Analysis Tools Hints and Tutorials Macinchem Blog Vortex Scripts

Vortex script for getting PDB ligand structures

6 April 20256 April 2025 chris

The two previous vortex scripts used the PBD id to download information about a biomolecular structure structure from the Worldwide Protein Data Bank. The second

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

Searching a local copy of PubChem

17 February 202524 February 2025 chris

PubChem is an invaluable source of information about 99 million molecules accessible via a website or programmatically. PubChem is an open chemistry database at the National Institutes

Read More
Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog Software Reviews

Looking at TabPFN

6 February 202517 February 2025 chris

TabPFN is a foundation model  trained on around 130,000,000 synthetically generated datasets that mimic “real world” tabular data. These datasets sampled dataset size and number

Read More
Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps Software Reviews

TabPFN on Apple Silicon

31 January 202531 January 2025 chris

A recent paper published in Nature caught my eye, Accurate predictions on small data with a tabular foundation model by Hollmann et al., Here we present

Read More
Data Analysis Tools Hints and Tutorials Macinchem Blog Science Apps

Alvascience Tools Now Fully Optimized for Apple Silicon

15 January 202515 January 2025 chris

Whilst Apple’s emulation later Rosetta2 that allows X86_64 applications to run on Apple Silicon this is not ideal especially for computationally intensive tasks. The latest

Read More
Data Analysis Tools Hints and Tutorials Science Apps

MolPipeline

22 April 202422 April 2024 chris

This looks very useful for anyone having to process multiple molecules, I particularly like the error processing! The open-source package scikit-learn provides various machine learning

Read More
Data Analysis Tools Hints and Tutorials Jupyter Notebook Macinchem Blog

TMAP on Apple Silicon

16 April 202422 April 2024 chris

tmap is a very fast visualisation library for large, high-dimensional data sets. It was published in 2020 DOI and the code is available on GitHub

Read More
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

Read More
Data Analysis Tools Macinchem Blog

ReALM: Reference Resolution As Language Modeling

2 April 2024 chris

A new Apple preprint has appeared on Arxiv. https://arxiv.org/pdf/2403.20329.pdf Reference resolution is an important problem, one that is essential to understand and success- fully handle

Read More

Posts pagination

1 2 … 4 Next

Recent Posts

  • Reaction prediction
  • SureChEMBl update
  • AmberToolsd25 released
  • Using JDBC with Vortex
  • Uniprot to PDB id Vortex script
Subscribe to the RSS feed

Also now on Bluesky @macinchem.bsky.social

Twitter feed

Chris Swain Follow

Avatar
Avatar Chris Swain @macinchem ·
6 Feb

Looking at TabPFN with Polaris datasets https://macinchem.org/2025/02/06/looking-at-tabpfn/ #cheminformatics

Reply on Twitter 1887557210101723471 Retweet on Twitter 1887557210101723471 Like on Twitter 1887557210101723471 2 Twitter 1887557210101723471
Retweet on Twitter Chris Swain Retweeted
Avatar RSC_CICAG @rsc_cicag ·
3 Feb

Don't forget to register for @RSC_BMCS Conformation Design in #DrugDiscovery conference on 3rd March! … #chemistry #medicinalchemistry #NMR #computationalchemistry #biologists

Reply on Twitter 1886346391104135489 Retweet on Twitter 1886346391104135489 2 Like on Twitter 1886346391104135489 2 Twitter 1886346391104135489
Retweet on Twitter Chris Swain Retweeted
Avatar Rowan @rowansci ·
31 Jan

RDKit is the standard software for cheminformatics, but RDKit doesn’t integrate naturally with high-accuracy chemistry simulation tools.

Starting from RDKit, it's non-trivial to simulate pKa, optimize conformers w/ ML, score tautomers, &c. There are many posts like this:

Reply on Twitter 1885405096759976175 Retweet on Twitter 1885405096759976175 6 Like on Twitter 1885405096759976175 59 Twitter 1885405096759976175
Avatar Chris Swain @macinchem ·
31 Jan

Tabular Prior-data Fitted Network (TabPFN), a tabular foundation model on Apple Silicon. https://macinchem.org/2025/01/31/tabpfn-on-apple-silicon/

Reply on Twitter 1885328215238914501 Retweet on Twitter 1885328215238914501 Like on Twitter 1885328215238914501 2 Twitter 1885328215238914501
Load More

Archives

  • May 2025
  • April 2025
  • March 2025
  • February 2025
  • January 2025
  • December 2024
  • November 2024
  • October 2024
  • September 2024
  • August 2024
  • July 2024
  • June 2024
  • May 2024
  • April 2024
  • March 2024
  • February 2024
  • January 2024
  • December 2023
  • November 2023
  • October 2023
  • September 2023
  • July 2023
  • June 2023
  • May 2023
  • April 2023
  • March 2023
  • February 2023

Categories

  • Applescript
  • Data Analysis Tools
  • Fortran on a Mac
  • Hints and Tutorials
  • iBabel
  • Jupyter Notebook
  • Macinchem Blog
  • meetings
  • Other Tips
  • Reviews
  • Science Apps
  • Software Reviews
  • Spectroscopy
  • Uncategorised
  • Vortex Scripts
  • Reaction prediction
  • SureChEMBl update
  • AmberToolsd25 released
  • Using JDBC with Vortex
  • Uniprot to PDB id Vortex script
All Rights Reserved 2024.
Proudly powered by WordPress | Theme: Fairy by Candid Themes.
We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.Ok