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#datascience

24 posts23 participants1 post today
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kazé

Dear LazyWeb: is there a C/C++, #RustLang or #Zig equivalent of #SciPy’s `stats` module for statistical analysis? Namely:
• a collection of common PDFs (probability density functions);
• MLE (maximum likelihood estimation) for these common distributions;
• KDE (kernel density estimation).

SciPy’s API is a pleasure to work with. Anything that comes close but usable from C/C++/Rust/Zig would make my life so much easier. Boosts appreciated for visibility.

#statistics#probability#DataScience
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Her Maths Story

“Since my goal was to solve a problem no one had ever solved before, it required a creative and flexible approach, one that emphasized the exploration, experimentation, and steady refinement of ideas. But perhaps the most important lesson I learned was that there is no single “correct” way to be a mathematician.” - Katy Micek

➡️ Find the full story at hermathsstory.eu/catherine-mic

Portrait picture of Katy Micek, Data Scientist
#PhD#WomenInMaths#WomenInSTEM
Continued thread
Public
datatofu

Most users are not math, stats, or tech inclined. E.g., consider #healthcare cases or otherwise predominantly med / biomed folk. Hence, users want reassurance that the model is performing as expected and considering the relevant characteristics in the decision-making process. For example, dominant features, correlations, why does the model return the predictions it does, or any other feature of #XAI

datatofu.wordpress.com

Tags: #ai #linux #python #datascience #tech #rstats #opensource

Digestible Data Analytics (DDA)Digestible Data Analytics (DDA)Serving you digestible big data analysis and analytics systems.
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datatofu

#ai tools are innocuously used everywhere. From music and video recommendations to healthcare and industry automation, algorithms efficiently solve clustering, transfer learning, classification, or regression problems. Essentially limited to task-specialized algorithms trained on a specific dataset, they mostly fall into the category of black box models that provide a succint answer.

datatofu.wordpress.com

Tags: #datascience #linux #tech #python #rstats #opensource

Digestible Data Analytics (DDA)Digestible Data Analytics (DDA)Serving you digestible big data analysis and analytics systems.
Public
rOpenSci

It is Today! 🎉 🎉
The call for the Spanish Champions Program 2025 edition is open. In this blogspot you have all the details to participate:

📝 ropensci.org/blog/2025/03/10/c

We have also scheduled an event with champions and mentors who will share their experiences in previous cohorts for Wednesday, 12/03.

📹 ropensci.org/es/commcalls/cham

Share this info with your community. Help us to be many more!

GIF
#RSE#OpenScience#OpenData
Public
Laurent Cheylus

Mapping the French Culinary Network: extract Datas from LeFooding[.]com’s Critics with the help of LLM and visualize/analyse the Network (people or restaurants) with Gephi - Work by Théophile Cantelobre #DataScience theophilecantelob.re/blog/2025

theophilecantelob.reMapping the French Culinary Network | Théophile CantelobreCreating a knowledge graph of restaurants featured in lefooding.com reviews using `outlines` and `gpt4o-mini`.
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