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Pendulum's Projects

ml-8-decisionmaking-tree icon ml-8-decisionmaking-tree

这是我在本科《机器学习》课程中的实验。在有1000个车辆数据的数据集上,使用决策树完成4分类,并进行性能评估。于是,我手写了ID3、CHAID、C4.5、CART这四个基本的决策树,并根据已有库实现RandomForest、XGBoost、GBDT、LightGBM这四个较复杂的决策树模型框架

yolov5-vehicle-detection icon yolov5-vehicle-detection

To deal with 《Computer Vision》 coursework, I utilize Yolov5 neural network instead of traditional methods based on computer graphics.Besides, I use Pyside6 and Gradio to achieve graphical interface.

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