CLUES: Clustering tool for analyzing spectral data

CLUES (CLustering UnsupErvised with Sequencer) analyzes spectral and IFU data. This fully interpretable clustering tool uses machine learning to classify and reduce the effective dimensionality of data sets. It combines multiple unsupervised clustering methods with multiscale distance measures using Sequencer (ascl:2105.006) to find representative end-member spectra that can be analyzed with detailed mineralogical modeling and follow-up observations. CLUES has been used on Spitzer IRS data and debris disk science, and can be applied to other high-dimensional spectral data sets, including mineral spectroscopy in general areas of astrophysics and remote sensing.

https://github.com/Ompha/CLUES
https://ui.adsabs.harvard.edu/abs/2021ApJ...916...91B/abstract
https://ui.adsabs.harvard.edu/abs/2025ApJS..276...65L/abstract

#space #tech #science #astronomy #code #python #JupyterNotebook #unix #linux

Cursor 1.0 | Hacker News

Link

#hottake #jupyternotebooks are actually kinda hard to reason about because they have a bunch of invisible state, so you either have to rerun the entire notebook (and the order of evaluation matters) or you have to manually go through and figure out which cells need to be updated.

I'm sure people who use notebooks often know conventions and tricks to deal with this, but I feel like #plutonotebooks are easier to reason about.

#python #julia #jupyter #pluto #jupyternotebook #plutonotebook

12 hours of calculation to produce this heatmap of 20 main characters proximity in «Dream of the Red Chamber» : 28000x28000 positions to match

Happy labor day for the humans and their tools !
#dataviz #redology #jupyternotebook #quarto

Quel #jupyter #notebook #jupyternotebook recommanderiez-vous sur #Android ?

Which #jupyter #notebook #jupyternotebook will you recommend on Android

Thank you

Bonjour,
Je recherche une solution pour avoir des #JupyterNotebook en ligne.

J’ai trouvé :
https://cocalc.com/

Vous connaissez ?

Merci

@oisux

Set up your own JupyterLite instance easily with a desktop PWA!
#JupyterLite #PWA #JupyterNotebook #Python #Coding
https://pin.it/2ORrSKQQi via
@pinterest

@mrblubber
Sind das Daten, die wirklich in ein Spreadsheet gehören oder wäre das vielleicht sowieso eher ein Fall für eine Datenbank?

(Hab schon häufiger beobachtet, daß Excel als Datenbank "mißbraucht" wird, muss bei Dir nicht so sein)

Alternative wenn es wirklich auf die Zahlen-Auswertung und "Zahlenfresserei" ankommt:
In der Wissenschaft verwenden Leute wohl häufig Jupyter:

https://jupyter.org/

#Jupyter #JupyterLab #JupyterNotebook

Saving Jupyter Inline Plots: A Guide to Saving Matplotlib Figures
Save Jupyter inline plots effectively! Learn how to switch backends or use plt.show() for seamless figure saving. #JupyterNotebook #MatplotlibPlots #DataVisualization #PythonProgramming #SaveFigures #DataScience
https://tech-champion.com/programming/python-programming/saving-jupyter-inline-plots-a-guide-to-saving-matplotlib-figures/

So let’s say I want to develop a #python #jupyternotebook on my #ipad to make a dashboard covering the data in an excel workbook. What iOS tools work well for this kind of thing? Is #juno the obvious choice? This is all for a personal project.

Merry Christmas everyone ❤️🎄🎉
#funny #humor #memes #python #jupyternotebook #tech #programming #programmerhumour #jokes #christmas #Christmas2024

Mastodon.social alt text analysis report! 🧐

Me and my friend Cristal just published a report on image description usage on mastodon.social, as a group project for the Introduction to Data Science course of the Artificial Intelligence and Sustainable Societies Erasmus Mundus Joint Master program.

Thoughts and feedback are welcome 💕

A huge thanks to @stefan for publishing the dataset on which we based our analysis!

NOTE: We are absolutely aware that the report has very little actual relevance, as the dataset contains a super limited amount of posts from one instance only. It was mainly an experimentation to test our data analysis skills.

#a11ty #accessibility #alttext #mastodon #mastodonsocial #report #dataScience #JupyterLab #JupyterNotebook #Python #pandas #MatPlotLib #NumPy

#Wikimedia a sa propre instance #JupyterNotebook sur laquelle il est possible d'exécuter des scripts #Python. Et il existe une #API qui permet de savoir le trafic par pays. Voici le #Top10 2024 de #Wikipedia en #France (peut contenir du trafic non naturel) https://public-paws.wmcloud.org/User:Pyb/France.ipynb

The Advent of Code https://adventofcode.com/ began yesterday but I was out of commission (migraines)...

So, I decided to make a #RakuLang #Jupyter #JupyterNotebook with my attempts... and... oh man... all four problems to the this point are one-liners...

Weird time to throw this out there, but I’m still looking for work! #getFediHired #getFediGigs #lookingForWork #tech

Contract or permanent, part time or full time, doesn’t matter! I’ve learned a lot of Rust recently and am proficient in C++, C, Python, TypeScript, JavaScript, shell, Linux, Cloud stuff, HPC, chemistry, simulations, MPI and scaling! Mostly backend but I can, and have, done full stack work on React!

What I’m mostly looking to do is help build software that helps people, so I’m NOT interested in “AI”, defense, finance, oil+gas, startups, or anything of that sort. If you know of open positions or even if you’re looking for someone to help on a project, let’s chat! I make a mean fucking #jupyterNotebook, too.

I am also totally available to tutor chemistry, too.

Boosts welcome and appreciated!

CV on request; see my codeberg profile here: https://codeberg.org/astatide

#rust #chemistry #tutor #tutoring #cpp #rustLang #chapelLang

Ok cue "Clown Car Music"
Perhaps the "Benny Hill Playlist"

I've got to do some 'jupyter notebooks' stuff.

#jupyter #jupyternotebook #pandas

Demain, j'utilise le Jupyter Notebook de #Wikimedia qui a la particularité d'intégrer #OpenRefine, parfait pour animer un atelier de formation sur cet outil. #PAWS #JupyterNotebook

Meet Jupyter AI: A New Open-Source Project that brings Generative Artificial Intelligence to Jupyter Notebooks

Jupyter AI integrates generative AI into Jupyter notebooks, enabling code generation, error fixing, and content summarization. It supports multiple LLM providers.

#JupyterAI #GenerativeAI #ProjectJupyter #JupyterNoteBook #OpenSource #ArtificialIntelligence #Programming

https://www.marktechpost.com/2023/08/06/meet-jupyter-ai-a-new-open-source-project-that-brings-generative-artificial-intelligence-to-jupyter-notebooks-with-magic-commands-and-a-chat-interface/

ml-tooling/best-of-jupyter: A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools).

This curated list contains 300 awesome open-source projects with a total of 390K stars grouped into 13 categories. All projects are ranked by a project-quality score.

#JupyterNotebook #MachineLearning #DeepLearning #GitHub #JupyterKernel #JupyterLab #JupyterHub #JupyterLabExtension

https://github.com/ml-tooling/best-of-jupyter