Hongyu Sun's repositories
Machine-Learning
matlab machine learning projects: including linear regression, logistic regression, neural networks, svm, k-means clustering, pca, anomaly detection and some special applications such as recommender systems and some tricks in building a machine learning system.
Improving-Deep-Neural-Networks
some techniches when improving DNN, including hyperparameters tuning, regularization, batch normalization, optimization algorithms of gradients descent et al.
Sequence-Models
some neural networks associated with sequences, such as RNN, GRU and LSTM et. al.
Structuring-Machine-Learning-Projects
some important rules and useful tricks when doing a machine learning project
TensorFlow
some deep learning algorithms implemented by TensorFlow