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generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152).

Language:PythonApache-2.057400

PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

Language:PythonApache-2.0419300

keras-mmoe

A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)

Language:PythonMIT68400

KGFlex

Official implementation of the paper "Sparse Feature Factorization for Recommender Systems with Knowledge Graphs"

Language:Python2000

DVBPR

Personalized Fashion Recommendation and Generation

Language:Python19100

DLUT-Beamer-Slide-V2

✨新版大连理工Beamer主题 ✨一份简约现代的beamer模板 / PPT杀手 / 学术范入门

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latex-beamer-teamplates

My LaTeX Beamer Templates for Daily Presentation and Documentation.

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scikit-learn

scikit-learn: machine learning in Python

Language:PythonBSD-3-Clause5908600

awesome-github-pages-portfolios

😎 A curated list of awesome github pages porfolio templates 📝

CC0-1.07000

vscode-leetcode

Solve LeetCode problems in VS Code

Language:TypeScriptMIT813200

awesome-cs-books

🔥 经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

Language:Python592400

awesome-github-profile-readme

😎 A curated list of awesome GitHub Profile which updates in real time

CC0-1.02361100

jekyll-TeXt-theme

💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.

Language:SCSSMIT310400

free-books

互联网上的免费书籍

paper-jekyll-theme

A minimal Jekyll theme for personal blogs

Language:CSSMIT19700

ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视觉CV、自然语言处理NLP、推荐系统、语音识别、图神经网路、算法工程师面试题

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

Language:PythonApache-2.0225700

Surprise

A Python scikit for building and analyzing recommender systems

Language:PythonBSD-3-Clause630000

DeepFM_with_PyTorch

A PyTorch implementation of DeepFM for CTR prediction problem.

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DeepRec-torch

Easy-to-use pytorch-based framework for RecSys models

Language:PythonMIT3900

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

Language:PythonApache-2.0633300

vae-cf-pytorch

Variational Autoencoders for Collaborative Filtering - Implementation in PyTorch

Language:Python13000

amlrecsys-tutorial

Tutorial by Vito Walter Anelli, Yashar Deldjoo, Tommaso Di Noia and Felice Antonio Merra about Adversarial Machine Learning in Recommender Systems

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statistical-learning-method

《统计学习方法》笔记-基于Python算法实现

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statistical-learning-method-solutions-manual

统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

Language:Jupyter NotebookNOASSERTION167700

SparkCTR

CTR prediction model based on spark(LR, GBDT, DNN)

Language:ScalaApache-2.090000

Ad-papers

Papers on Computational Advertising

Language:PythonMIT418000

Machine_Learning_Resources

:fish::fish::fish: 机器学习面试复习资源

RecSys-Book-Notes

推荐系统读书笔记、思维导图等

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