recommendation-system · GitHub Topics

#计算机科学#Best Practices on Recommendation Systems

机器学习 recommender ranking 深度学习 Python Jupyter Notebook recommendation-algorithm rating operationalization Kubernetes recommendation-system recommendation-engine recommendation 数据科学教程人工智能

Python 20.36 k

5 天前

openvinotoolkit / openvino

#自然语言处理#OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

inference 深度学习 openvino 人工智能机器视觉 diffusion-models generative-ai llm-inference 自然语言处理 performance-boost speech-recognition stable-diffusion deploy-ai optimize-ai transformers yolo recommendation-system good-first-issue

C++ 8.43 k

1 天前

amusi / Deep-Learning-Interview-Book

#面试#深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

深度学习面试机器学习机器视觉自然语言处理 slam recommendation-system

8.33 k

1 年前

greyhatguy007 / Machine-Learning-Specialization-Coursera

#计算机科学# Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

andrew-ng andrew-ng-machine-learning Coursera coursera-assignment 深度学习 linear-regression logistic-regression 机器学习 Python solutions supervised-machine-learning Tensorflow recommendation-system unsupervised-learning decision-trees 神经网络 mooc

Jupyter Notebook 5.35 k

9 个月前

RUCAIBox / RecBole

#计算机科学#A unified, comprehensive and efficient recommendation library

recommender-systems collaborative-filtering knowledge-graph ctr-prediction 深度学习 PyTorch graph-neural-networks sequential-recommendation recommendations recommendation-system recommender

Python 3.8 k

4 个月前

benfred / implicit

#计算机科学#Fast Python Collaborative Filtering for Implicit Feedback Datasets

collaborative-filtering 机器学习 matrix-factorization recommender-system recommendation-system recommendation

Python 3.68 k

1 年前

pytorch / torchrec

#计算机科学#Pytorch domain library for recommendation systems

PyTorch gpu 深度学习 CUDA recommender-system recommendation-system sharding

Python 2.24 k

4 天前

mJackie / RecSys

#计算机科学#计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

机器学习 recommender-system recommendation-system ctr ctr-prediction

2.03 k

5 年前

tangxyw / RecSysPapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

calibration causal-inference cold-start contrastive-learning distillation fairness match papers recommendation-system reinforcement-learning multi-modal

Python 1.8 k

20 天前

jfkirk / tensorrec

#计算机科学#A TensorFlow recommendation algorithm and framework in Python.

机器学习 Tensorflow recommendation-system Python recommender-system recommendation-algorithm 框架

Python 1.29 k

2 年前

cheungdaven / DeepRec

#计算机科学#An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

recommender-systems 深度学习 Tensorflow recommendation recommendation-system 神经网络 Python collaborative-filtering rating-prediction top-n-recommendations matrix-factorization

Python 1.15 k

3 年前

NVIDIA-Merlin / NVTabular

#计算机科学#NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

深度学习 feature-engineering feature-selection gpu 机器学习 Nvidia preprocessing recommendation-system recommender-system

Python 1.09 k

9 个月前

tsinghua-fib-lab / GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval

1.04 k

2 年前

imsheridan / DeepRec

#计算机科学#推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

深度学习 recommendation-system recommendation reinforcement-learning exploration-exploitation

1.01 k

1 年前

NVIDIA-Merlin / HugeCTR

#计算机科学#HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

C++深度学习 gpu-acceleration recommendation-system recommender-system

C++ 1.01 k

3 个月前

towardsai / tutorials

#自然语言处理#AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

机器学习数据科学深度学习 neural-networks 数学自然语言处理 Python 编程 python-tutorial 教程 google-colab linear-algebra recommendation-system collaborative-filtering sentiment-analysis

Jupyter Notebook 1.01 k

1 年前

MaurizioFD / RecSys2019_DeepLearning_Evaluation

#计算机科学#This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

recommender-system recommendation-system recommendation-algorithms 深度学习 evaluation-framework 神经网络 collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization

Python 986

2 年前

PreferredAI / cornac

A Comparative Framework for Multimodal Recommender Systems

recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality

Python 960

2 个月前

NVIDIA-Merlin / Merlin

#计算机科学#NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in p...

深度学习 end-to-end gpu-acceleration 机器学习 recommendation-system recommender-system

Python 834

6 个月前

chocoluffy / deep-recommender-system

#计算机科学#key Deep Learning engineering tricks in recsys

kaggle 深度学习数据科学 recommendation-system

Jupyter Notebook 799

5 年前