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Senior Capstone Project: Graph-Based Product Recommendation

Jupyter Notebook 42 12 Updated Mar 15, 2021

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

Jupyter Notebook 754 96 Updated Nov 9, 2024

Implementing Retrieval-Augmented Generation (RAG) with constructed Knowledge Graph

HTML 7 1 Updated Oct 2, 2024

A Kaggle competition | Recommendation on the next session interaction.

Jupyter Notebook 3 Updated Oct 13, 2023

Implementation of popular ML algorithms from scratch

Python 807 246 Updated Jan 9, 2024

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

Jupyter Notebook 100 25 Updated Oct 21, 2021
Jupyter Notebook 11 4 Updated May 27, 2021

FAIR Sequence Modeling Toolkit 2

Python 826 94 Updated Feb 15, 2025

Unbiased LambdaMART (Hu et. al. WWW'19)

Jupyter Notebook 5 1 Updated Feb 19, 2020

Multi-Objective Learning to Rank with LightGBM

Jupyter Notebook 11 2 Updated Nov 10, 2019

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

Python 653 90 Updated Jun 3, 2024

Implementations and examples of common offline policy evaluation methods in Python.

Python 222 25 Updated Feb 11, 2023

Offline evaluation of multi-armed bandit algorithms

Python 22 4 Updated Dec 1, 2020

Comprehensive Python Cheatsheet

Python 36,840 6,527 Updated Feb 9, 2025

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

27,693 3,727 Updated Jul 18, 2024

🏆 Real-World AI/ML Ecosystem | Enterprise AI Platform Recipe | Custom MLOPS

20 4 Updated Nov 24, 2022

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Jupyter Notebook 2,023 206 Updated Jan 9, 2024

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

1,003 221 Updated Jan 20, 2024

A tour through recommendation algorithms in python [IN PROGRESS]

Jupyter Notebook 176 38 Updated Dec 26, 2024

leetcode

C++ 1 Updated Sep 8, 2020

✏️ 算法相关知识储备 LeetCode with Python and JavaScript 📚

Python 1,809 420 Updated Jul 26, 2021

Solutions for various coding/algorithmic problems and many useful resources for learning algorithms and data structures

Python 3,282 619 Updated Aug 4, 2023

A curated list of references for MLOps

12,873 1,914 Updated Nov 21, 2024

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解,记录自己的leetcode解题之路。)

JavaScript 55,022 9,474 Updated Jan 24, 2025

Python Feature Engineering Cookbook, published by Packt

Jupyter Notebook 471 248 Updated Jan 30, 2023

Python Deep Dive Course - Accompanying Materials

Jupyter Notebook 1,515 1,199 Updated Aug 13, 2024
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