Zhiyong Wang's starred repositories
Data-Science-Projects
Collection of data science projects in Python
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
cs231n.github.io
Public facing notes page
LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
openai-cookbook
Examples and guides for using the OpenAI API
Practical-Machine-Learning
Practical machine learning notebook & articles covers the machine learning end to end life cycle.
nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Essential-Math-For-AI
This repository contains the supplementary material associated with my book: Essential Math for AI published by O'Reilly Media
data-engineering
Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.
NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
a-picture-is-worth-a-1000-words
I am trying to describe complex matters in simple doodles!
ml-glossary
Machine learning glossary
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
sparkmagic
Jupyter magics and kernels for working with remote Spark clusters
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
ML-Course-Notes
🎓 Sharing machine learning course / lecture notes.
MatchPapers
Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合
Data-science
Collection of useful data science topics along with articles, videos, and code
aws-fleet-predictive-maintenance
Predictive Maintenance for Vehicle Fleets