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recommendation-system

Here are 1,431 public repositories matching this topic...

microsoft / recommenders

Best Practices on Recommendation Systems

microsoft python kubernetes data-science machine-learning tutorial deep-learning azure rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization

Updated May 5, 2022
Python

amusi / Deep-Learning-Interview-Book

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）

machine-learning natural-language-processing computer-vision deep-learning interview recommendation-system slam

Updated Mar 24, 2022

RUCAIBox / RecBole

A unified, comprehensive and efficient recommendation library

recommendations deep-learning pytorch collaborative-filtering knowledge-graph recommender recommendation-system recommender-systems ctr-prediction graph-neural-networks sequential-recommendation

Updated May 5, 2022
Python

mJackie / RecSys

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

machine-learning recommendation-system recommender-system ctr-prediction ctr

Updated Dec 17, 2019

jfkirk / tensorrec

Open

Add shuffle_batch fit arg

1

jfkirk commented Mar 1, 2018

Came up in jfkirk/tensorrec#31

It would be nice to have an arg to re-order the batches every epoch while fitting.

Add shuffle_batches arg to fit() and fit_partial() that shuffles the batch order every epoch if True
Add tests for the arg

Read more

enhancement good first issue release goal

cheungdaven / DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

python deep-learning neural-network tensorflow collaborative-filtering matrix-factorization recommendation-system recommendation recommender-systems rating-prediction factorization-machine top-n-recommendations

Updated Apr 23, 2020
Python

pytorch / torchrec

Pytorch domain library for recommendation systems

deep-learning gpu cuda pytorch recommendation-system sharding recommender-system

Updated May 6, 2022
Python

imsheridan / DeepRec

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

reinforcement-learning deep-learning recommendation-system recommendation computational-advertising exploration-exploitation

Updated Nov 12, 2020

MaurizioFD / RecSys2019_DeepLearning_Evaluation

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.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

Updated Feb 10, 2022
Python

chocoluffy / deep-recommender-system

深度学习在推荐系统中的应用及论文小结。

data-science deep-learning kaggle recommendation-system

Updated Oct 5, 2020
Jupyter Notebook

NVIDIA-Merlin / NVTabular

Open

Add support for quantile and uniform splits to the bucketize op

1

EvenOldridge commented Jun 8, 2021

Current version of bucketize uses fixed boundaries. If the user doesn't know these boundaries they need to calculate them using cudf.

We should support splitting continuous variables into buckets based on quantile and uniform splits of the data.

For uniform splits the statistics gathering phase needs to compute the min and max of the column and figure out the boundaries to create N buckets.

Read more

enhancement good first issue

towardsai / tutorials

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

python nlp data-science machine-learning tutorial programming deep-learning sentiment-analysis math linear-algebra mathematics collaborative-filtering neural-networks recommendation-system monte-carlo-simulation python-tutorial google-colab

Updated May 12, 2021
Jupyter Notebook

NVIDIA-Merlin / HugeCTR

HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

deep-learning cpp recommendation-system gpu-acceleration recommender-system

Updated May 6, 2022
C++

PreferredAI / cornac

A Comparative Framework for Multimodal Recommender Systems

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

Updated Apr 29, 2022
Python

awarebayes / RecNN

Reinforced Recommendation toolkit built around pytorch 1.7

library reinforcement-learning toolkit pytorch recommendation-system recommender-system pytorch-rl news-recommendation

Updated Dec 8, 2020
Python

qcymkxyc / RecSys

项亮的《推荐系统实践》的代码实现

machine-learning recommendation-system recommender-system

Updated Oct 30, 2020
Jupyter Notebook

caserec / CaseRecommender

Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems

python algorithm feedback evaluation batch ranking recommendation-system top-k recommender-systems forte rating-prediction

Updated Nov 25, 2021
Python

ylongqi / openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

machine-learning deep-neural-networks deep-learning ml recommendation-system recommendation recommendation-algorithm

Updated Feb 9, 2022
Python

criteo-research / reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

openai-gym pytorch recommendation-system criteo

Updated Jul 9, 2021
Jupyter Notebook

jinze1994 / ATRank

An Attention-Based User Behavior Modeling Framework for Recommendation

recommendation-system

Updated Dec 18, 2020
Python

DataSystemsLab / recdb-postgresql

RecDB is a recommendation engine built entirely inside PostgreSQL

machine-learning database recommendation-system recommendation-engine recommender-system recommendation recommendation-algorithms

Updated May 11, 2020
C

tsinghua-fib-lab / GNN-Recommender-Systems

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

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

Updated Nov 4, 2021

KevinLiao159 / MyDataSciencePortfolio

Applying Data Science and Machine Learning to Solve Real World Business Problems

nlp api data-science machine-learning spark data-visualization neural-networks recommendation-system

Updated Jul 5, 2020
Jupyter Notebook

chyikwei / recommend

recommendation system with python

python matrix-factorization recommendation-system

Updated May 29, 2018
Python

daicoolb / RecommenderSystem-DataSet

This repository contains some datasets that I have collected in Recommender Systems.

dataset recommendation-system recommender-system

Updated Dec 21, 2020

GavinHacker / recsys_core

[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集，构建以FM和LR为核心的电影推荐系统).

machine-learning recommendation-system logistic-regression libfm

Updated Dec 30, 2021
Jupyter Notebook

XuefengHuang / RecommendationSystem

Book recommender system using collaborative filtering based on Spark

spark collaborative-filtering recommendation-system python-flask

Updated Dec 29, 2017
Python

gabrielspmoreira / chameleon_recsys

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

deep-neural-networks deep-learning tensorflow word2vec word-embeddings lstm rnn recommendation-system recommendation-engine recommender-system recommendation-algorithms rnn-tensorflow lstm-neural-networks lstm-neural-network news-recommendation

Updated Feb 10, 2022
Python

yazdotai / graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

awesome tensorflow recommendation-system recommender-system graph-neural-networks graph-networks

Updated Feb 19, 2019

Jhy1993 / Awesome-GNN-Recommendation

Graph Neural Network

graph recommendation-system graph-neural-networks

Updated Aug 6, 2021

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