科大讯飞短视频推荐比赛

短视频and广告推荐优化经验总结

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

基于Pytorch对FM, DeepCrossing, DeepFM, Wide&Deep, DIN等经典推荐系统排序算法进行学习复现

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

The implementation of UnifiedSSR.

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Code for XPERT algorithm from Personalized Retrieval over Millions of Items

Project -- Deep Learning for Causal Inference

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

A list of Graph Causal Learning materials.

All in One: Multi-task Prompting for Graph Neural Networks, KDD 2023.

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques…

Residual Self-Attention Cross Fusion Network (RSA-CFN)

Submission for Amazon Multilingual Product Recommender System KDD Cup'23 with help of Content-Based-Filteration and Natural Language Processing.

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

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

Jing Yang's GraphSAGE + Edge Attr on ogbl-ddi dataset ipynb notebook

Some baselines for PCIC2021 Track 2: Causal Inference and Recommendation

This repository contains the code used in the experimental setup of the paper 'Inductive Graph Representation Learning for Fraud Detection

Inductive Link Prediction via Topology Augmentation

🧱 「Java学习」一份涵盖大部分Java程序员所需要掌握的核心知识。JDK 源码分析 & Java 新特性 & Java 并发编程 & Java 虚拟机 & SpringBoot 2.x 系列