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ple

shenweichen/DeepCTR
Python
7772
8 个月前

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

Python
3923
18 天前

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。

Python
686
2 个月前

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

Python
603
3 年前

Mambular 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.

Python
205
2 天前

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

Jupyter Notebook
35
3 年前

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

TeX
3
3 年前

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

Python
3
6 年前

pretab is a flexible and extensible preprocessing library for tabular data, built on top of scikit-learn. It provides advanced transformations, spline and neural feature expansions, and seamless integration with embeddings – all designed for modern tabular ML workflows.

Python
2
7 天前

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

TypeScript
1
2 年前

TA-1021_00WW-user 9 PKQ1.181105.001 00WW_6_19F release-keys

Vim Script
0
1 年前