Projects made for Data Analysis for Physicists course (FIS01082) - UFRGS
- Project 1 - Autorregressive Model
AR model applied to S&P 500 Financial Returns
- Project 2 - Kernel Density Estimation
S&P 500 Close Prices KDE using Kernel Functions: Uniform, Gaussian and Epanechnikov
- Project 3 - Markov Chains
Hourly New York Weather Prediction
- Project 4 - Ornstein Uhlenbek / Euler - Maruyama
RC Circuit Simulation
- Project 5 - Principal Component Analysis (PCA)
Image Compression using different images and number of components
- Project 6 - Support Vector Machine
Linear SVM from Scratch