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shorpenlee's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasciencecoursera-1 icon datasciencecoursera-1

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

emoji-extractor icon emoji-extractor

extracts high-resolution emoji pngs from /System/Library/Fonts/Apple Color Emoji.ttf

face-recognition-algorithms icon face-recognition-algorithms

Implemented and evaluated four basic face recognition algorithms: Eigenfaces, Fisherfaces, Support Vector Machine (SVM), and Sparse Representation-based Classification (SRC) on YaleB dataset

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hcc-python icon hcc-python

An implementation of the HCC Risk Adjustment Algorithm in Python

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

mellow icon mellow

Mellow is a rule-based global transparent proxy client for Windows, macOS and Linux. Also a Proxifier alternative.

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