0215Arthur

HG-GNN

Session-based-Rec-Papers

Papers of Session-based Recommendation from top conf/journals.

Coding_Exercise_2021

Program and Coding exercises for interview

Conversational_RS_Papers

Conversational_Recommendation System research Papers (from top conf/journals).

Pytorch_News_Recommender

ant-design

An enterprise-class UI design language and React UI library

awesome-community-detection

A curated list of community detection research papers with implementations.

benchmarking-gnns

Repository for benchmarking graph neural networks

Conversational-AI-with-RASA

Conversational AI with RASA, published by Packt

Cpp_Learning_Note

daisyRec

fair comparison for recommender system benchmarks

DataScienceNoteDiary

每天记一点

DeepCTR-Torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dts

A Keras library for multi-step time-series forecasting.

EasyRec

A flexible & Efficient & Easy to use Library for Recommender System

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

IGMC

Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, ICLR 2020 spotlight".

Linear-Multihead-Attention

Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)

Machine-Learning-Algorithm

【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析

Machine_Learning

参考了西瓜书，sklearn源码，李航统计学，机器学习实战、机器学习中的数学

ML-NOTE

:orange_book:慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

NeuRec

Next RecSys Library

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

principles-of-economics

Principles of Economics

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

ReChorus

“Chorus” of recommendation models: a PyTorch framework for Top-K recommendation with implicit feedback.

smore

SMORe: Modularize Graph Embedding for Recommendation

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

Tutorials