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YUSHU LIU's Projects

machine-learning-book icon machine-learning-book

《机器学习宝典》包含:谷歌机器学习速成课程(招式)+机器学习术语表(口诀)+机器学习规则(心得)+机器学习中的常识性问题 (内功)。该资源适用于机器学习、深度学习研究人员和爱好者参考!

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine-learning-roadmap icon machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

machine_learning icon machine_learning

Python coded examples and documentation of machine learning algorithms.

machine_learning_code icon machine_learning_code

《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/FM/FFM)的原理讲解与python和类库实现

madmom icon madmom

Python audio and music signal processing library

magictools icon magictools

:video_game: :pencil: A list of Game Development resources to make magic happen.

magrittr icon magrittr

Improve the readability of R code with the pipe

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