ForestKing's Projects
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
this is where we share notebooks/projects used in your youtube channel
My Cambridge Lecture Notes
Use ChatGPT to summarize the arXiv papers. 全流程加速科研,利用chatgpt进行论文总结+润色+审稿+审稿回复
10 Weeks, 20 Lessons, Data Science for All!
Example code for Fluent Python, 2nd edition (O'Reilly 2022)
开源Excel教程。
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.
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.
pandas中文教程
Config files for my GitHub profile.
以撸代码的形式学习Python
LightPipes for Python, "Pure Python version"
《统计学习方法》的代码实现
面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版
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!
Source code for the book, Math for Programmers
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
线性代数笔记
My implementation of the concepts, examples, and coding exercises in the book "Practical Linear Algebra for Data Science" written by Mike X Cohen.
A repo for the pre-course work at home exercises
《PyQt5快速开发与实战》配套代码
Python - 100天从新手到大师
Comprehensive Python Cheatsheet
Python语言基础50课
Python 开源项目之「自学编程之路」,保姆级教程:AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
Python optics and lens design, raytracing
Robot simulator using opengl and python
A python module to analyze surface roughness and periodic texture parameters