Vincent Li's repositories
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）
AutoFS-in-CTR
This repository is contains several Automated feature selection methods in CTR Predicition.
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
BBN
The official PyTorch implementation of paper BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition
BELLE
BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）
ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
ChatGLM-Finetuning
基于ChatGLM-6B模型，进行下游具体任务微调，涉及Freeze、Lora、P-tuning等
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
cornac
A Comparative Framework for Multimodal Recommender Systems
Dynamic-Fairness
Dynamic Fair Rankings
fun-rec
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
IntTower
Source code of CIKM 2022 and DLP-KDD workshop 2022 Best Paper: IntTower-“ IntTower: the Next Generation of Two-Tower Model for Pre-ranking System”
LangChain-Chinese-Getting-Started-Guide
LangChain 的中文入门教程
LibRecommender
Versatile End-to-End Recommender System
llama
Inference code for LLaMA models
llama-recipes
Examples and recipes for Llama 2 model
llama.cpp
Port of Facebook's LLaMA model in C/C++
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。
MMRec
A Toolbox for MultiModal Recommendation. Integrating 10+ Models...
OpenAgents
OpenAgents: An Open Platform for Language Agents in the Wild
OpenPrompt
An Open-Source Framework for Prompt-Learning.
RefineCTR
The code of <A Comprehensive Analysis and Evaluation of Feature Refinement Modules for CTR Prediction>
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
vall-e
PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html