The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

A Python-based stock analysis tool that detects KDJ and MACD golden cross patterns, and dividend information, filtering stocks with cutomized conditions. Eventually export Excel reports and png pic…

This project focuses on building an image classification tool using machine learning and computer vision techniques, such as using CNNs, k-NN and Random Forests models, to identify and differentiat…

This project focuses on building an image classification tool using machine learning and computer vision techniques, such as using CNNs, k-NN and Random Forests models, to identify and differentiat…

This project predicts crop phenology using machine learning on NDVI data from VegScape and CropScape, aiding crop management and yield estimation.

A deep learning-based approach for pneumonia classification using chest X-ray images, exploring CNNs, ResNets, DenseNets, and GANs for binary and multi-class differentiation.