Some machine learning projects in my machine learning course.
There are machine learning algorithms included.
Most of algorithms are used to predict financial market.
HW1.py: Linear regression, Lasso regression, Ridge regression.
HW2.py: PCA, SVD, TSNE.
HW3.py: Confusion Matrix.
HW5.py: Quadratic Discriminant Analysis.
HW6.py: Fourier Transformation and sentiment analysis.
HW7.py: Decision Tree Classifier.