This is my repository for my postgraduate curriculum "AI-and-ML-Methods", which mainly introduce some ML models and algorithm, such as Linear Regression, Logistic(Softmax) Regression, SVM, K-means GMM and Forward Neural Netword, and some deep learning models, such as CNN, RNN and Transformer.
module has some network modules which is implemented by numpy from scratch, which will be continuously updated for job interview need or so.