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Nested cross-validation for unbiased predictions. Can be used with Scikit-Learn, XGBoost, Keras and LightGBM, or any other estimator that implements the scikit-learn interface.
Data Science and Modeling in Practice
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Unofficial Python Version of K. Healy's "socviz" Package
Python早見帳
bayesian model by r and stan『StanとRでベイズ統計モデリング』by Python
R for data science: a book
R Not for Everyone: An Esoteric Guide.
Curated list of resources for various topics, articles, tutorials, etc I've found useful.
R Graphics Cookbook
R Markdown Cookbook. A range of tips and tricks to make better use of R Markdown.
R MarkdownでWebサイトを作成するチュートリアル
A package to quickly visualise risk-of-bias assessment results
『StanとRでベイズ統計モデリング』のサポートページです.
git練習用
An open access book on scientific visualization using python and matplotlib
A python implementation of the sinaplot using matplotlib and seaborn
Statistical Rethinking Course for Jan-Mar 2023
This repository includes hands-on materials for November 8, 2022, Tsukuba Bioinformatics Assembly (TBA).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.