GitHub - PerpetualSmile/2020-Tencent-Advertisement-Algorithm-Competition-Rank19: 2020腾讯广告算法大赛 Rank19

队伍：此心安处是吾乡

运行环境

本次比赛使用到的所有代码都写在jupyter notebook中了，解压完训练和测试数据之后，可以在TI-ONE平台上直接运行。运行顺序是按照notebook的命名编号从小到大依次运行。
各个notebook的输入、输出以及主要功能说明如下：

notebook	功能	输入文件	输出文件
1_Preprocess_Data.ipynb	数据预处理	原始训练数据和测试数据	预处理完的数据
2_Word_Embedding.ipynb	生成Word Embedding	预处理完的数据	embedding
3_LSTM_v1_win10_300size_1.4721.ipynb	搭建和训练模型，生成预测结结构	embedding	用于后处理的预测结果
4_Attention_LSTM_v1_128_128_1470.ipynb	搭建和训练模型，生成预测结结构	embedding	用于后处理的预测结果
5_Process_Result	结果后处理	3和4生成的预测结果	submission.csv

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
1_Preprocess_Data.ipynb		1_Preprocess_Data.ipynb
2_Word_Embedding.ipynb		2_Word_Embedding.ipynb
3_LSTM_v10_win30_300size_10folds.ipynb		3_LSTM_v10_win30_300size_10folds.ipynb
3_LSTM_v11_128_128_10folds.ipynb		3_LSTM_v11_128_128_10folds.ipynb
3_LSTM_v1_win10_300size_1.4721.ipynb		3_LSTM_v1_win10_300size_1.4721.ipynb
3_LSTM_v2_dropout_win10_300size_14722.ipynb		3_LSTM_v2_dropout_win10_300size_14722.ipynb
3_LSTM_v3_win100_300size_1471.ipynb		3_LSTM_v3_win100_300size_1471.ipynb
3_LSTM_v4_128_128_14721.ipynb		3_LSTM_v4_128_128_14721.ipynb
3_LSTM_v5_win10_512size_1471.ipynb		3_LSTM_v5_win10_512size_1471.ipynb
3_LSTM_v6_win20_300size_14732.ipynb		3_LSTM_v6_win20_300size_14732.ipynb
3_LSTM_v7_win30_300size.ipynb		3_LSTM_v7_win30_300size.ipynb
3_LSTM_v8_win40_300size.ipynb		3_LSTM_v8_win40_300size.ipynb
3_LSTM_v9_win50_300size.ipynb		3_LSTM_v9_win50_300size.ipynb
4_Attention_LSTM_v1_128_128_1470.ipynb		4_Attention_LSTM_v1_128_128_1470.ipynb
5_Process Result.ipynb		5_Process Result.ipynb
6_Transformer_LSTM_v1.ipynb		6_Transformer_LSTM_v1.ipynb
7_Transformer_v1.ipynb		7_Transformer_v1.ipynb
README.md		README.md