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zhaodefeng's Projects

continual-learning-reproduce icon continual-learning-reproduce

Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.

cpp_primer_practice icon cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库,包括笔记和课后练习答案。

csprompt icon csprompt

Official repo for BIBM2023 "Class-specific Prompts in Vision Transformer for Continual Learning of New Diseases"

dytox icon dytox

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

machine-learning-in-action icon machine-learning-in-action

个人使用jupyter notebook整理的peter的《机器学习实战》代码,使其更有层次感,更加连贯,也加了一些自己的修改,以及注释

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!

pytorch-handbook icon pytorch-handbook

pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行

vpt-1 icon vpt-1

❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119

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