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propensity score matching
I downloaded a dataset about depression survey and conducted some descriptive statistics along with data exploration as well as trained two models to predict (more or less) depressions scores based on demographical characteristics.
🎨 Python Echarts Plotting Library
python爬虫教程,带你从零到一,包含js逆向,selenium, tesseract OCR识别,mongodb的使用,以及scrapy框架
python数据分析基础
A game theoretic approach to explain the output of any machine learning model.
📈 Useful notes and personal collections on statistics.
More than DAGs in R... An R package to visualise, log, and monitor DAG execution/progression using special comments and drop in functions
Data, methods, and results of analyses tracking the May 2021 COVID-19 outbreak in Taiwan.
Jupyter Notebook used for writing the article "Black-Box models are actually more explainable than a Logistic Regression" published in Towards Data Science: https://towardsdatascience.com/black-box-models-are-actually-more-explainable-than-a-logistic-regression-f263c22795d
机器学习相关教程
R package, using vis.js library for network visualization
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
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.