Pinned Repositories
ngd_with_slt
A research project in developmental interpretability aiming to test a possible claim of singular learning theory (SLT) which states that natural gradient descent (NGD) generalises worse than stochastic gradient descent (SGD).
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
dsa
Personal notes for neetcode.io courses
Meta-Portfolio-Method
An implementation of the Meta Portfolio Method, with applications of machine learning in portfolio optimization.
salary-predictor
A project for deploying a salary predictor linear regression model using Flask API backend, and Heroku
liuzihe02's Repositories
liuzihe02/Meta-Portfolio-Method
An implementation of the Meta Portfolio Method, with applications of machine learning in portfolio optimization.
liuzihe02/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;
liuzihe02/dsa
Personal notes for neetcode.io courses
liuzihe02/salary-predictor
A project for deploying a salary predictor linear regression model using Flask API backend, and Heroku