Stars
Senior Capstone Project: Graph-Based Product Recommendation
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
Implementing Retrieval-Augmented Generation (RAG) with constructed Knowledge Graph
A Kaggle competition | Recommendation on the next session interaction.
Implementation of popular ML algorithms from scratch
Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset
Unbiased LambdaMART (Hu et. al. WWW'19)
Multi-Objective Learning to Rank with LightGBM
Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation
Implementations and examples of common offline policy evaluation methods in Python.
Offline evaluation of multi-armed bandit algorithms
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
🏆 Real-World AI/ML Ecosystem | Enterprise AI Platform Recipe | Custom MLOPS
Beyond Accuracy: Behavioral Testing of NLP models with CheckList
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
A tour through recommendation algorithms in python [IN PROGRESS]
✏️ 算法相关知识储备 LeetCode with Python and JavaScript 📚
Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)
Python Feature Engineering Cookbook, published by Packt
Python Deep Dive Course - Accompanying Materials