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Recommendation Algorithmๅคง่ง„ๆจกๆŽจ่็ฎ—ๆณ•ๅบ“๏ผŒๅŒ…ๅซๆŽจ่็ณป็ปŸ็ปๅ…ธๅŠๆœ€ๆ–ฐ็ฎ—ๆณ•LRใ€Wide&Deepใ€DSSMใ€TDMใ€MINDใ€Word2Vecใ€Bert4Recใ€DeepWalkใ€SSRใ€AITM๏ผŒDSIN๏ผŒSIGN๏ผŒIPRECใ€GRU4Recใ€Youtube_dnnใ€NCFใ€GNNใ€FMใ€FFMใ€DeepFMใ€DCNใ€DINใ€DIENใ€DLRMใ€MMOEใ€PLEใ€ESMMใ€ESCMM, MAMLใ€xDeepFMใ€DeepFEFMใ€NFMใ€AFMใ€RALMใ€DMRใ€GateNetใ€NAMLใ€DIFMใ€Deep Crossingใ€PNNใ€BSTใ€AutoIntใ€FGCNNใ€FLENใ€Fibinetใ€ListWiseใ€DeepRecใ€ENSFM๏ผŒTiSAS๏ผŒAutoFIโ€ฆ

  • Updated Apr 2, 2025
  • Python

MLGB is a library that includes many models of CTR Prediction & Recommender System by TensorFlow & PyTorch. ใ€Œๅฆ™่ฎกๅŒ…ใ€ๆ˜ฏไธ€ไธชๅŒ…ๅซ50+็‚นๅ‡ป็އ้ข„ไผฐๅ’ŒๆŽจ่็ณป็ปŸๆทฑๅบฆๆจกๅž‹็š„ใ€้€š่ฟ‡TensorFlowๅ’ŒPyTorchๆ’ฐๅ†™็š„ๅบ“ใ€‚

  • Updated Aug 18, 2025
  • Python

ๅŽŸ็†่งฃๆžๅŠไปฃ็ ๅฎžๆˆ˜๏ผŒๆŽจ่็ฎ—ๆณ•ไนŸๅฏไปฅๅพˆ็ฎ€ๅ• ๐Ÿ”ฅ ๆƒณ่ฆ็ณป็ปŸ็š„ๅญฆไน ๆŽจ่็ฎ—ๆณ•็š„ๅฐไผ™ไผด๏ผŒๆฌข่ฟŽ Star ๆˆ–่€… Fork ๅˆฐ่‡ชๅทฑไป“ๅบ“่ฟ›่กŒๅญฆไน ๐Ÿš€ ๆœ‰ไปปไฝ•็–‘้—ฎๆฌข่ฟŽๆ Issues๏ผŒไนŸๅฏๅŠ ๆ–‡ๆœซ็š„่”็ณปๆ–นๅผๅ‘ๆˆ‘่ฏข้—ฎ๏ผ

  • Updated Jan 19, 2022
  • Python

Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)

  • Updated Aug 8, 2024
  • Python

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