cold-start 开源项目推荐（187 个）

tangxyw /RecSysPapers

推荐/广告/搜索领域工业世界经典及最前沿论坛综合。推荐/广告/搜索领域的行业经典和前沿论文集。

h1st-ai /h1st

Power Tools for AI Engineers With Deadlines

daicoolb /RecommenderSystem-Paper

这个仓库包含了一些我读过或认为可能非常有趣的论文。

YuanchenBei /Awesome-Cold-Start-Recommendation

[Up-to-date] A curated list of resources on cold-start recommendations.

fajieyuan /SIGIR2020_peterrec

Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling

Gavince /Recommend-System

深度学习与推荐系统学习，理论结合代码更香。

rootlu /MetaHIN

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

david-cortes /cmfrec

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

YuanchenBei /ColdRec

该项目在 GitHub 上没有填写描述

ai-dynamo /snapshot

Snapshot gets GPU pods ready in seconds instead of minutes — by restoring a fully initialized GPU worker instead of starting one from scratch. Kubernetes-native checkpoint & restore that runs alongside your existing stack.

CodingDoug /min-functions-cold-start

Scaffolding for Cloud Functions deployed with the Firebase CLI that minimize cold starts by using TypeScript async imports

liziniu /GEM

Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)

oslabs-beta /Hearth

An application to help prevent cold starts in AWS Lambda functions.

ZJU-DAILY /MetaKG

Source code for MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. TKDE 2022.

robhowley /lambda-warmer-py

keep lambdas warm and monitor cold starts with a simple decorator

pwrdrvr /lambda-dispatch

Lambda Dispatch for AWS Lambda - Avoid cold starts, save up to 80%!

fajieyuan /cross-domain-recommendation

cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets

NovasPlace /CSM

Persistent memory and operational continuity for AI coding agents — append-only event ledger (AgentBook), rolling summaries, self-model, belief knowledge, and turn-1 frontpage injection for deterministic cold-start.

xu-huihui /MedGround-R1

Offical Code of MICCAI'25 Best-Paper-Shortlist paper "MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization"

Jennytang1224 /Need_a_Date

A recommender engine built for a Bay Area online dating website to maximize the successful matches by introducing hybrid recommender system and reverse match technique.