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A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
cs231n assignments
Cheat Sheets
My solution to the book A Collection of Data Science Take-Home Challenges
A MNIST-like fashion product database. Benchmark :point_down:
labuladong
test
A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Oxford Deep NLP 2017 course
Machine Learning for Algorithmic Trading, Second Edition - published by Packt
A booklet on machine learning systems design with exercises: https://huyenchip.com/machine-learning-systems-design/toc.html
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
"Probabilistic Machine Learning" - a book series by Kevin Murphy
《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
Python Data Science Handbook: full text in Jupyter Notebooks
A game theoretic approach to explain the output of any machine learning model.
Analyzing NBA data using Spark 2.1
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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.