Rain-Prediction:预测明天是否会下雨的项目-源码
降雨预报
通过使用澳大利亚的降雨数据集来预测明天是否会下雨的项目。此项目在很多ml模型（例如catboost，xgboost，随机森林，支持向量分类器等）上进行了测试。在这些模型中，catboost的表现非常出色给出的AUC得分和ROC得分都远胜于其他的89。 这里由于我的系统兼容性非常低。 所以我还没有完成超参数调整。 但是强烈建议您尽可能这样做。
网站链接：
测试值
下雨天：
晴天：
科技栈
前端：HTML，CSS，Bootstrap
后端：烧瓶
IDE：Jupyter笔记本，Pycharm
如何运行这个程序
首先使用以下命令创建虚拟环境：
conda创建-n myenv python = 3.6
使用以下命令激活环境：
conda激活myenv
然后使用以下命令安装所有软件包
点安装-r requirements.txt
现在进入最后一步。 运行应用
python ap
文件下载
资源详情
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