/quora_question_pairs

Primary LanguagePython

code

  • quora_q_pairs_v0_1.py: kaggle上的一个kernal的原始代码

  • quora_q_pairs_v0_2.py: 使用dot代替concatenate + 多层dense

  • quora_q_pairs_v0_3.py: 试试bidirectional lstm + dropout

  • quora_q_pairs_v0_4.py: deep bidirectional lstm + no dropout

  • quora_q_pairs_v0_5.py: deep bidirectional lstm(shared both lstm and bidirection) + dropout + concatenate

  • quora_q_pairs_v0_6.py: Pool 预处理text

  • quora_q_pairs_v0_7.py: name_scope + GRU + attention

  • quora_q_pairs_v0_8.py: bidirectional GRU + attention + stack

  • predict_quora_q_pairs_v0_1.py: 没有model.fit只是预测

  • test_build_model_v0_1.py: 用随机数测试模型 - 3层bilstm + concate + 2fc

  • test_build_model_v0_2.py: 用Sequential自定义的layer的tensorboard test

  • test_build_model_v0_3.py: tensorboard测试, 清晰定义name_scope

  • XGB_handcrafted_leaky.py: kaggle上0.158得分的XGB程序

input

数据

output

输出