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recommenders-team/recommenders

Recommenders is a project for prototyping and operationalizing recommendation systems with Jupyter notebooks and best practices.

21.5K
Active
Python
ML Ops
ETL & Pipelines
Python
#recommendation-systems#machine-learning#data-science

openvinotoolkit/openvino

OpenVINO is an open-source toolkit for optimizing and deploying AI inference on a variety of hardware.

9.8K
Active
C++
Inference
#ai#computer-vision#deep-learning

amusi/Deep-Learning-Interview-Book

A comprehensive collection of study materials for deep learning interviews, covering various topics like machine learning, computer vision, and NLP.

8.7K
Archived
Books & Guides
Computer Vision
#deep-learning#interview-preparation#machine-learning

greyhatguy007/Machine-Learning-Specialization-Coursera

Solutions and notes for the Machine Learning Specialization by Andrew NG on Coursera.

7.1K
Stable
Jupyter Notebook
Tutorials & Courses
Jupyter Notebook
#andrew-ng#coursera#machine-learning

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library for building recommendation systems.

4.3K
Experimental
Python
Recommendation System
API Frameworks
PyTorch
#collaborative-filtering#ctr-prediction#deep-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

shaoxiongji/knowledge-graphs

A comprehensive collection of research on knowledge graphs, covering various applications and techniques.

1.8K
Archived
JavaScript
Knowledge Graph
Databases
JavaScript
#knowledge-graphs#natural-language-processing#information-retrieval

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

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

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

tsinghua-fib-lab/GNN-Recommender-Systems

A library of recommendation algorithms based on Graph Neural Networks for information retrieval and recommendation systems.

1.1K
Archived
Graph Neural Networks
API Frameworks
#gcn#gnn#graph-neural-networks

NVIDIA-Merlin/HugeCTR

A high-performance GPU framework for click-through-rate (CTR) estimation training in recommender systems.

1.0K
Stable
C++
Recommendation System
API Frameworks
C++
#deep-learning#gpu-acceleration#recommendation-system

imsheridan/DeepRec

A collection of must-read papers on recommendation systems and CTR prediction for developers working in computational advertising and AI-driven applications.

1.0K
Archived
Recommendation
Exploration-Exploitation
#recommendation-system#computational-advertising#deep-learning

PreferredAI/cornac

A comparative framework for building multimodal recommender systems using collaborative filtering and matrix factorization.

1.0K
Stable
Python
Recommender System
Machine Learning Frameworks
Python
#collaborative-filtering#matrix-factorization#multimodal-learning

towardsai/tutorials

A collection of AI-related tutorials and resources for developers, focused on topics like machine learning, NLP, and data science.

1.0K
Archived
Jupyter Notebook
Tutorials & Courses
Tutorials & Courses
Python
#machine-learning#data-science#deep-learning

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