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waterhuo's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

deeplearning icon deeplearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

hit-master-course-note icon hit-master-course-note

哈工大计算机研究生学位课的课程笔记,包括模式识别、自然语言处理、最优化方法、以及数理统计

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

leetcode icon leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

sefa icon sefa

Code for paper `Closed-Form Factorization of Latent Semantics in GANs`

xzs-mysql icon xzs-mysql

学之思开源考试系统 - mysql版,支持多种题型:选择题、多选题、判断题、填空题、解答题以及数学公式,包含PC端、小程序端,扩展性强,部署方便(集成部署、前后端分离部署、docker部署)、界面设计友好、代码结构清晰

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