bluemapleman/MachineLearningCourseNote

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12
Rank 1,597,372 (Top 32 %)
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Jupyter Notebook
Created almost 7 years ago
Updated about 6 years ago

bluemapleman/MachineLearningCourseNote

bluemapleman

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Youtube李宏毅教授(Hung-yi Lee, NTU)讲解的《Machine Learning》课程笔记与notebook相关实现。

NewsRecommendSystem

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

MapleAI

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Chinese-translation-for-Handbook-of-High-Frequency-Trading-and-Modeling-in-Finance-

Maple-Reinforcement-Learning

Jupyter Notebook形式实现的强化学习算法，以及相应的实例应用gym)。（Reinforcement learning algorithms implemented using Jupyter Notebook, along with interesting applications on popular problems）

Jupyter Notebook

TMallCommentSpider

抓取天猫商城任意商品的评论信息的爬虫。(A spider that can download comments data for any product for sale at TMall)

Reinforcement-Learning-FiveInARow

Five in a Row (五子棋), a traditional strategy game implemented in Python. There are two types of AI player, one is simple AI which is hardcoded, and another AI is based on reinforcement learning. Also, the game can be played by two human players at the same time.

MapleTechNotes

My notes and blogs of all knowledges and skills that I've learned or studied.

LeetcodeCracker

Nice solutions and complete analysis for complexity for Leetcode problems that most frequently appeared in interviews. Java version for problems of different difficulty, C++ version for problems of different algorithm genres (along with introduction of some classical algorithm genres).