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

🎨 Transform user behavior into personalized creative content with TailorRec, leveraging Python and PyTorch for intelligent recommendations.

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.

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

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

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

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

curriculum (laravel)

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.

主流推荐系统Rank算法的实现

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。

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

A PyTorch Library for Multi-Task Learning

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，AutoFI…

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