- 数据抽样 -> Sample data.ipynb
- EDA ->EDA.ipynb
- StackNET 第一层 ->layer_1_model_gbm.ipynb 主要是提取一些基础特征做回归,lightgbm模型速度比较快。
- 第二层 ->layer_2.ipynb
- 第三层 ->layer_3_model_1.ipynb
- 第一层回归的天气数据进行特征提取,详见 ->feature_engineering.py
- 天气预测结束后进行最优路线规划 ->routing_max_value_0105_multiprocessing_FINAL.py
- 对算法计算的结果做可视化分析 ->result_analysis.ipynb
- pytorch版本对天气进行预测的尝试 -> weather_prediction_pytorch.py
-
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天池大数据竞赛中的无人机线路规划大赛,初赛排名11/1500 。赛题
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