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wzhe06/SparrowRecSys

A deep learning-based recommender system for developers working with AI tools and frameworks.

2.7K
Archived
Python
Recommender System
ML Ops
Python
#recommender-system#deep-learning#machine-learning

meta-pytorch/torchrec

A PyTorch domain library for building recommendation systems using GPU-accelerated deep learning.

2.5K
Active
Python
ML Ops
API Frameworks
PyTorch
#recommendation-system#deep-learning#gpu

WLiK/LLM4Rec-Awesome-Papers

A curated list of awesome papers and resources for building recommender systems using large language models (LLM).

2.2K
Experimental
LLM Frameworks
Tutorials & Courses
#recommender-system#large-language-model#llm

tensorflow/recommenders

A library for building recommender system models using TensorFlow for AI-powered application development.

2.0K
Active
Python
Recommender Systems
API Frameworks
TensorFlow
#recommender-system#tensorflow#machine-learning

ZiyaoGeng/RecLearn

A Python library for building recommender systems using popular deep learning techniques like DeepFM, NCF, and more.

2.0K
Archived
Python
Recommender Systems
API Frameworks
TensorFlow
#recommender-system#tensorflow#deep-learning

hexiangnan/neural_collaborative_filtering

This repository provides a neural collaborative filtering library for building recommender systems.

1.9K
Archived
Python
Recommender System
API Frameworks
#collaborative-filtering#deep-learning#recommender-system

meta-recsys/generative-recommenders

A repository hosting code for a state-of-the-art generative recommender system for AI-powered developer tools.

1.8K
Active
Python
LLM Frameworks
Recommender Systems
Python
#generative-recommendations#recommender-systems#ai-coding-tools

Coder-Yu/QRec

A Python framework for quick implementation of recommender systems using TensorFlow.

1.6K
Archived
Python
Recommender Systems
API Frameworks
#algorithm#deep-learning#recommender-system

CHIANGEL/Awesome-LLM-for-RecSys

A collection of resources on using large language models for recommender systems

1.5K
Active
LLM Frameworks
Recommender Systems
#llm#recommender-system#recsys

SeldonIO/seldon-server

A machine learning platform and recommendation engine built on Kubernetes for deployment on cloud platforms.

1.5K
Archived
Java
ML Ops
API Frameworks
Kubernetes
#machine-learning#recommendation-engine#kubernetes

reczoo/FuxiCTR

A configurable, tunable, and reproducible library for CTR prediction in Python with PyTorch support.

1.4K
Experimental
Python
LLM Frameworks
API Frameworks
PyTorch
#ctr-prediction#recommender-systems#pytorch

hurshd0/must-read-papers-for-ml

A curated collection of must-read papers for Data Science, Machine Learning, and Deep Learning enthusiasts

1.3K
Archived
Papers
#machine-learning#deep-learning#data-science

jfkirk/tensorrec

A TensorFlow-based recommendation algorithm and framework for building recommendation systems in Python.

1.3K
Archived
Python
Recommender System
API Frameworks
TensorFlow
#recommendation-system#tensorflow#machine-learning

NVIDIA-Merlin/Transformers4Rec

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation using PyTorch.

1.3K
Stable
Python
LLM Frameworks
API Frameworks
PyTorch
#recommendation#session-based#sequential

RUCAIBox/RecSysDatasets

A repository of public data sources for building and testing recommender systems.

1.2K
Archived
Python
Datasets
#dataset#recommender-system#recommendation-datasets

cheungdaven/DeepRec

An open-source toolkit for deep learning-based recommendation with TensorFlow.

1.2K
Archived
Python
Recommendation
Databases
TensorFlow
#collaborative-filtering#deep-learning#recommendation-system

xiangwang1223/knowledge_graph_attention_network

A knowledge graph attention network for building explainable recommendation systems.

1.2K
Archived
Python
Recommender System
Knowledge Graph
Python
#knowledge-graph#recommendation#explainable-ai

NVIDIA-Merlin/NVTabular

NVTabular is a feature engineering and preprocessing library for tabular data used in recommender systems.

1.1K
Stable
Python
ML Ops
ETL & Pipelines
Python
#deep-learning#feature-engineering#feature-selection

caserec/Datasets-for-Recommender-Systems

A high-quality dataset repository for building recommender systems, useful for vibe coders working on AI-powered applications.

1.1K
Archived
Jupyter Notebook
Datasets
#data-science#recommender-systems#public-data

ibayer/fastFM

A fast, scalable library for Factorization Machines, a powerful machine learning model for recommendation systems.

1.1K
Archived
Python
ML Ops
Caching
Python
#factorization-machines#recommender-system#matrix-factorization
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