Repository Index

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

• recommender-system
• collaborative-filtering
• go
• knn

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

• ctr
• click-through-rate
• deep-learning
• factorization-machines

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

• paddlepaddle
• deep-learning
• neural-network
• computer-vision

A Python scikit for building and analyzing recommender systems

• recommender
• systems
• recommendation
• svd

A Python implementation of LightFM, a hybrid recommendation algorithm.

• machine-learning
• recommender
• python
• matrix-factorization

Ecommerce Search and Discovery - marqo.ai

• multi-modal
• search-engine
• machine-learning
• ecommerce

A unified, comprehensive and efficient recommendation library

• recommender-systems
• collaborative-filtering
• knowledge-graph
• ctr-prediction

An implementation of a deep learning recommendation model (DLRM)

Fast Python Collaborative Filtering for Implicit Feedback Datasets

• collaborative-filtering
• machine-learning
• matrix-factorization
• recommender-system

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

• deepctr
• ctr-models
• deep-learning
• deepctr-pytorch

Deep recommender models using PyTorch.

• recommender-system
• deep-learning
• learning-to-rank
• python

历史学习项目：Spark 电影推荐、爬虫、Web 与后台。新版持续开发见 cinematch-recommender。

• spark-mllib
• spark-streaming
• ssm-maven
• scrapy

fastFM: A Library for Factorization Machines

• machine-learning
• recommender-system
• factorization-machines
• matrix-factorization

A C library for product recommendations/suggestions using collaborative filtering (CF)

• collaborative-filtering
• c
• machine-learning
• recommendation-engine