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bathymetric
Import, plot and analyze bathymetric and topographic data
Bathymetric From SfM free Software for calculate refractive index corretion from point cloud Structure From Motion (SfM)
Project on Bathymetry (Water Depth) Mapping using LandSat satellite imagery
Satellite-Derived Bathymetry using Convolutional Neural Networks
Satellite-Derived Bathymetry Toolkit
A list of bathymetry survey software tools
Train boosted trees on the bathymetry data
Bathymetry related python scripts
Machine-learning applied to radar remote sensing (Sentinel-1)
机器学习预测模型，分别用逻辑回归，决策树，随机森林，神经网络，XGBOOST和支持向量机算法建模，交叉验证，并选出AUC最优的模型。特征工程优化后，AUC值达到0.8259
常见机器学习算法回归、分类应用示例，调参；包括基础的线性回归算法、集成学习、支持向量机等；调参包括网格搜索、随机搜索、贝叶斯优化、优化算法如GA优化等。