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  • Update : 2018-04-27
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Predict the growth value of users via recurrent neural network in SMPCUP 2017 task 3
Packet file list
(Preview for download)
FilenameSizeUpdate
task3\task3程序说明文档.docx 15239 2017-08-20
task3\特征生成\task3_preprocess.py 11730 2017-08-20
task3\训练预测\CallBackMy.py 1537 2017-07-23
task3\训练预测\data\epochs_result\DNN_seed_8946_batch_15.txt 82808 2017-08-10
task3\训练预测\data\epochs_result\GRU_seed_1234_batch_5.txt 5285 2017-07-17
task3\训练预测\data\epochs_result\GRU_seed_3678_batch_5.txt 5285 2017-07-17
task3\训练预测\data\epochs_result\GRU_seed_4682_batch_5.txt 5280 2017-07-17
task3\训练预测\data\epochs_result\GRU_seed_4862_batch_5.txt 5284 2017-07-19
task3\训练预测\data\epochs_result\GRU_seed_5468_batch_5.txt 8441 2017-07-17
task3\训练预测\data\epochs_result\GRU_seed_6872_batch_5.txt 379225 2017-07-19
task3\训练预测\data\epochs_result\GRU_seed_7563_batch_5.txt 12145 2017-07-19
task3\训练预测\data\epochs_result\GRU_seed_8686_batch_5.txt 5282 2017-07-19
task3\训练预测\data\epochs_result\GRU_seed_8946_batch_10.txt 34813 2017-07-23
task3\训练预测\data\epochs_result\GRU_seed_8946_batch_15.txt 1195703 2017-08-10
task3\训练预测\data\epochs_result\GRU_seed_8946_batch_20.txt 26841 2017-07-23
task3\训练预测\data\epochs_result\GRU_seed_8946_batch_30.txt 26824 2017-07-23
task3\训练预测\data\epochs_result\GRU_seed_8946_batch_5.txt 355432 2017-07-23
task3\训练预测\data\epochs_result\Mixture_seed_8946_batch_15.txt 133536 2017-08-10
task3\训练预测\data\epochs_result\RNN_seed_8946_batch_15.txt 80517 2017-08-10
task3\训练预测\data\Model\best_model.h5 1465792 2017-08-10
task3\训练预测\data\Model\record\full_82_73\score_best_model.h5 21464 2017-08-10
task3\训练预测\data\Model\record\full_82_73\score_best_model_dnn.h5 226096 2017-08-10
task3\训练预测\data\Model\record\full_82_73\score_best_model_rnn.h5 1466584 2017-08-10
task3\训练预测\data\Model\record\validation-81.64-76.64\score_best_model.h5 21464 2017-08-10
task3\训练预测\data\Model\record\validation-81.64-76.64\score_best_model_dnn.h5 226096 2017-08-10
task3\训练预测\data\Model\record\validation-81.64-76.64\score_best_model_rnn.h5 1466584 2017-08-10
task3\训练预测\data\Model\score_best_model.h5 21464 2017-08-10
task3\训练预测\data\Model\score_best_model_dnn.h5 226096 2017-08-10
task3\训练预测\data\Model\score_best_model_rnn.h5 1466584 2017-08-10
task3\训练预测\data\Model\score_best_model_rnn_1.h5 1465792 2017-08-10
task3\训练预测\data\result\best_model_0.688.h5 412392 2017-07-16
task3\训练预测\data\result\task3_test_result.txt 319119 2017-08-10
task3\训练预测\data\result\task3_validation_result.txt 19899 2017-08-10
task3\训练预测\data\result\task3_validation_result_0.688.txt 19867 2017-07-16
task3\训练预测\data\SMPCUP2017_TestSet_Task3.txt 160850 2017-08-10
task3\训练预测\data\SMPCUP2017_ValidationSet_Task3.txt 10150 2017-07-15
task3\训练预测\data\task3_test_feature.txt 11223442 2017-08-10
task3\训练预测\data\task3_test_feature2.txt 1186009 2017-08-10
task3\训练预测\data\task3_test_tag.txt 0 2017-08-10
task3\训练预测\data\task3_train_feature.txt 699749 2017-08-10
task3\训练预测\data\task3_train_feature2.txt 75722 2017-08-10
task3\训练预测\data\task3_train_feature2_split.txt 8448 2017-08-09
task3\训练预测\data\task3_train_feature_split.txt 78409 2017-08-09
task3\训练预测\data\task3_train_tag.txt 8120 2017-08-10
task3\训练预测\data\task3_train_tag_split.txt 920 2017-08-09
task3\训练预测\data\task3_validation_feature.txt 701813 2017-08-10
task3\训练预测\data\task3_validation_feature2.txt 76410 2017-08-10
task3\训练预测\data\task3_validation_feature_split.txt 84193 2017-07-24
task3\训练预测\data\task3_validation_tag.txt 0 2017-08-10
task3\训练预测\data\task3_validation_tag_split.txt 920 2017-07-24
task3\训练预测\GRU.py 6927 2017-08-10
task3\训练预测\data\Model\record\full_82_73 0 2017-08-20
task3\训练预测\data\Model\record\validation-81.64-76.64 0 2017-08-20
task3\训练预测\data\Model\record 0 2017-08-20
task3\训练预测\data\epochs_result 0 2017-08-20
task3\训练预测\data\Model 0 2017-08-20
task3\训练预测\data\result 0 2017-08-20
task3\训练预测\data 0 2017-08-20
task3\特征生成 0 2017-08-20
task3\训练预测 0 2017-08-20
task3 0 2017-08-20
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