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haronchou's Projects

algs-percolation icon algs-percolation

Week 1 Programming assignment of Course "Algorithms, Part 1" from Princeton University in Coursera

bm3ddenoising icon bm3ddenoising

C++ implementation of state-of-the-art BM3D image denoising algorithm

fastai-notes icon fastai-notes

fastai part1 & part2 notes, part1的中文笔记来自其他作者对hiromis笔记的翻译,part2的中文笔记为英文笔记翻译而成

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!

mlapp_cn_code icon mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。

optimizedimageenhance icon optimizedimageenhance

Several image/video enhancement methods, implemented by Java, to tackle common tasks, like dehazing, denoising, backscatter removal, low illuminance enhancement, featuring, smoothing and etc.

rekcarc-tsc-uht icon rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

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