Heart-beatsss

WSDM2022-PTUPCDR

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

Co-Action-Network

Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction

Mamba4Rec

Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models

Scenario-Wise-Rec

Benchmark for Multi-Scenario-Recommendation.

EasyRec

A framework for large scale recommendation algorithms.

SATrans

The source code for our paper "Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction" (accepted by KDD2023 Applied Science Track), which proposes a model for Multi-Scenario/Multi-Domain Recommendation.

mlgb

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. MLGB是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

DeepCTR

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

Awesome-LLM4RS-Papers

Large Language Model-enhanced Recommender System Papers

LLM4Rec-Awesome-Papers

A list of awesome papers and resources of recommender system on large language model (LLM).

Qwen-Agent

Agent framework and applications built upon Qwen2, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.

text2vec

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。

dien

RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

langchain-tutorials

Overview and tutorial of the LangChain Library

awesome-llm-json

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

Recursive-Neural-Structural-Correspondence-Network

Transferable-E2E-ABSA

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning (EMNLP'19)

Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

google-research

Google Research

docs

TensorFlow documentation

tft_tf2

Temporal Fusion Transformers for Tensorflow 2.x

SIFRank_zh

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

SIF

Sentence embedding using Smooth Inverse Frequency weighting scheme

SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

datasketch

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

Prompt-BERT

PromptBERT: Improving BERT Sentence Embeddings with Prompts