ple 开源项目推荐（18 个）

shenweichen /DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

PaddlePaddle /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

median-research-group /LibMTL

A PyTorch Library for Multi-Task Learning

UlionTse /mlgb

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. 「妙计包」是一个包含50+点击率预估和推荐系统深度模型的、通过TensorFlow和PyTorch撰写的库。

huangjunheng /recommendation_model

练习下用pytorch来复现下经典的推荐系统模型，如MF， FM， DeepConn， MMOE， PLE， DeepFM， NFM， DCN， AFM， AutoInt， ONN， FiBiNET， DCN-v2， AFN， DCAP等

OpenTabular /DeepTab

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

tangxyw /RecAlgorithm

主流推荐系统Rank算法的实现

Gavince /MTL

学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE

joachimdieterich /laravel-curriculum-adminlte3

curriculum (laravel)

OpenTabular /PreTab

PreTab is a modular, scikit-learn-compatible representation and preprocessing library for tabular data. Its focus is feature representation and expansion: splines, neural basis maps, piecewise-linear encoding, kernel approximations, and language embeddings, each shipped as a standalone transformer that speaks the standard fit / transform.

Ninnix /qwen-ple-transfer

Target-side reader adaptation: frozen n-gram PLE transfer (35B Modal + 0.8B, 2B and 4B Kaggle tracks)

avengineers /SPLC2022

Our contribution to Systems and Software Product Line Conference (SPLC) 2022 in Graz, Austria

GuilhermeGSousa /rl-flappy-bird

Keras implementation of a DQN agent for solving OpenAI's Flappy Bird environment

vigorox /mcpl-editor

A workaround for supporting UTF-8 in MultiCharts's PLE

Karthikvenugopal /Multi-Task-Sequential-Recommendation

A sequential recommendation system that predicts what users will watch next and how they'll rate it using SASRec and multi-task learning.

bibidhbista /SQL-PLE-and-Buffer-Pool-Queries

该项目在 GitHub 上没有填写描述

YJY4266900395 /multimodal-mtl-short-video-recommendation

Multimodal multi-task short-video recommendation with PLE, MMoE, uncertainty weighting, PCGrad, gate analysis, and modality ablation.

maximoalva /flappy-bird-reinforcement-learning-agents

Reinforcement Learning project where Q-Learning and Neural Network agents learn to play Flappy Bird using PLE. Developed for Aprendizaje Automático II at UNR.