nmjirving's Stars
AI-Yash/st-chat
Streamlit Component, for a Chatbot UI
HKUDS/SSLRec
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
DLYuanGod/TinyGPT-V
TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones
xuanjixiao/onerec
在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowledge”。 已实践的算法包括行为数据,内容描述,社交信息,知识图谱等。在OneRec,每种信息和整体算法的集成是可插拔的,这样的话一方面方便大家在自己的平台数据下灵活组合各种信息,另一方面方便开源共建,大家可以在上边集成自己的各种算法。今天分享的都是之前在线上验证过效果的工作,相关代码和论文已经开源在:。欢迎大家开源共建。
All-Hands-AI/OpenHands
🙌 OpenHands: Code Less, Make More
OpenBMB/MiniCPM
MiniCPM3-4B: An edge-side LLM that surpasses GPT-3.5-Turbo.
leptonai/search_with_lepton
Building a quick conversation-based search demo with Lepton AI.
geekan/MetaGPT
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
PKU-YuanGroup/Open-Sora-Plan
This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.
hpcaitech/Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
sisinflab/adversarial-recommender-systems-survey
The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.
westlake-repl/IDvs.MoRec
End-to-end Training for Multimodal Recommendation Systems
linyongver/ZIN_official
This is the implementation for the NeurIPS 2022 paper: ZIN: When and How to Learn Invariance Without Environment Partition?
dragen1860/MAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
RManLuo/MAMDR
Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation
AIflowerQ/InvPref_KDD_2022
KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation
CreaterLL/HIRL
This is the official release for HIRL.
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
learnables/learn2learn
A PyTorch Library for Meta-learning Research
reczoo/Datasets
A curated collection of recommendation datasets with trackable dataset IDs
reczoo/FuxiCTR
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
facebookresearch/dlrm_datasets
Set of datasets for the deep learning recommendation model (DLRM).
facebookresearch/dlrm
An implementation of a deep learning recommendation model (DLRM)
huawei-noah/benchmark
median-research-group/LibMTL
A PyTorch Library for Multi-Task Learning
ant-research/aes_msl_mtl
sail-sg/lorahub
[COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
HeartFu/DSSM
Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)
westlake-repl/Recommendation-Systems-without-Explicit-ID-Features-A-Literature-Review
Paper List of Pre-trained Foundation Recommender Models
pytorch/FBGEMM
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/