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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 ;)
《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
NLP研究入门之道
Roadmap of DL and ML, some courses, study notes and paper summary
A high-performance inference system for large language models, designed for production environments.
A unified approach to explain the output of any machine learning model.
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Notes talking about the design and implementation of Apache Spark
SAML extension for the Spring Security project
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
An Open Source Machine Learning Framework for Everyone
All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
Tutorials and my solutions to the Udacity NLP Nanodegree
Your new Mentor for Data Science E-Learning.
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, Flink and DataFlow
A simple Neural Network that learns to predict the XOR logic gates.
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.