Materials from Angel Marchev Jr.

Introduction to software environments for modeling

Intro_stuff_pbobby_python.ipynb - Python lesson in brief (notebook)
r_tut_tut.ipynb - R lesson in brief (notebook)
r_tut_tut.r - R lesson in brief (script)

Data syntesis

MC_dist_fit.ipynb - Monte-carlo simulation & Distribution fitter
cholesky_decomposition.ipynb - Cholesky decomposition
cholesky-decomp-multiple-case.ipynb - CHolesky decomposition - multiple case
data_synth.ppsx - presentation on data synthesis

Feature engineering

feature_engineering.slides.html - presentation on feature engineering

Time series

sarimax-text.pdf - paper on the time series case by Angel Marchev, Jr.

Introduction to AI

intro-to-AI.pdf - presentation from the lecture

Self-organization and adaptivity

0_portfolio_monografia.pdf - Angel Marchev, Jr. Dissertation