Papers › Deep Session Interest Network for Click-Through Rate Prediction

Deep Session Interest Network for Click-Through Rate Prediction

16 May 2019arXiv:1905.06482archive 2025-07-28

Yufei Feng, Fuyu Lv, Weichen Shen, Menghan Wang, Fei Sun, Yu Zhu, Keping Yang

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)

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shenweichen/DSIN officialmentioned in papermentioned on GitHubtfApache-2.0 report
Li-fAngyU/DSIN_paddle mentioned on GitHubpaddle report
UlionTse/mlgb mentioned on GitHubpytorch report
shenweichen/DeepCTR mentioned on GitHubtf report
shenweichen/DeepCTR-PyTorch mentioned on GitHubpytorchApache-2.0 report

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applyParallel shenweichen/DSIN/code/1_gen_sessions.py official repository unverified Apache-2.0 (permissive) · e911ade27bc9a1e1 · report
gen_session_list_din shenweichen/DSIN/code/1_gen_sessions.py official repository unverified Apache-2.0 (permissive) · 9b2ac03f6d109fc5 · report
gen_session_list_dsin shenweichen/DSIN/code/1_gen_sessions.py official repository unverified Apache-2.0 (permissive) · 6394c5a1c5f90011 · report
sample shenweichen/DSIN/code/2_gen_dien_input.py official repository unverified Apache-2.0 (permissive) · b56571d4383066f9 · report
concat_fun shenweichen/DeepCTR-PyTorch/deepctr_torch/layers/utils.py community (archive-listed) ran Apache-2.0 (permissive) · 1fe3b872ad1577a2 · report
slice_arrays shenweichen/DeepCTR-PyTorch/deepctr_torch/layers/utils.py community (archive-listed) ran Apache-2.0 (permissive) · af0fde726ec3b518 · report
activation_layer shenweichen/DeepCTR-PyTorch/deepctr_torch/layers/activation.py community (archive-listed) unverified Apache-2.0 (permissive) · e8b1b2ea4e2ca71d · report
build_input_features shenweichen/DeepCTR-PyTorch/deepctr_torch/inputs.py community (archive-listed) unverified Apache-2.0 (permissive) · 2fb349ac030ba393 · report
combined_dnn_input shenweichen/DeepCTR-PyTorch/deepctr_torch/inputs.py community (archive-listed) unverified Apache-2.0 (permissive) · 2aea84481b6e2f65 · report
create_linear shenweichen/DeepCTR-PyTorch/deepctr_torch/layers/core.py community (archive-listed) unverified Apache-2.0 (permissive) · 0587370e9dce83e6 · report
get_feature_names shenweichen/DeepCTR-PyTorch/deepctr_torch/inputs.py community (archive-listed) unverified Apache-2.0 (permissive) · ba1c9d87dd13207a · report

Tasks

Click-Through Rate PredictionDeep LearningPredictionRecommendation Systems

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