Joel's repositories
Pandas-Cookbook-Second-Edition
Pandas Cookbook Second Edition, published by Packt
aimoneyhunter
ai副业赚钱大集合，教你如何利用ai做一些副业项目，赚取更多额外收益。
ALSM
R package for Kutner et al. 5th ed. Applied Linear Statistical Models
app-starter-kit
Streamlit App Starter Kit helps kick start your Streamlit app creation.
ISLP_labs
Up-to-date version of labs for ISLP
leetcode
python 数据结构与算法 leetcode 算法题与书籍 刷算法全靠套路与总结！Crack LeetCode, not only how, but also why.
leetcode-master
《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
lme4
Mixed-effects models in R using S4 classes and methods with RcppEigen
M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
Mastering-Azure-Machine-Learning
Mastering Azure Machine Learning, published by packt
mlcourse.ai
Open Machine Learning Course
mlops2024
this is the MKOPS course from Ren
nlp_course
YSDA course in Natural Language Processing
paper-reading
深度学习经典、新论文逐段精读
power_notebooks
Link to Notebooks: https://lkumle.github.io/power_notebooks/
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Retrieval-augmented-generation-RAG-chatbot-for-2022-tax-filing
https://retrieval-augmented-generation-rag-chatbot-for-2022-tax-filing.streamlit.app/
seaborn-data
Data repository for seaborn examples
simr
Power Analysis of Generalised Linear Mixed Models by Simulation
stat-models-v1
Learning Statistical Models Through Simulation in R (version 1, 2021)
statsmodels
Statsmodels: statistical modeling and econometrics in Python
time-series-analysis
R code for Time Series Analysis and Its Applications, Ed 4
umich-workshop-2023
Materials for ACS workshops given at SSDAN / University of Michigan in 2023