olesyamba Goto Github PK

icvsml

Usual linear regression or XGBoost? Combo! Or how I was investigating the impact of intellectual capital on NASDAQ-100 capitalization during 2 years.

machine_learning

Repository consists of useful scripts and practice tasks in the field of machine learning.

main

First repository. Can I change junior grade to the middle in my cv after the second one??

ml_geo_risk_forecast

nsh

python_compilation

Compilation of useful python scripts

risk_analysis

Repository represents python usability of measuring and managing risks (practice tasks and real cases)

teo

teo_scripts

time_series

Current repository depicts R usability for time series modeling. Number of scripts represents preprocessing time series, modeling AR, MA, ARIMA with seasonality, ARCH, GARCH, VAR, VECM including statistical testing process and robust check.

time_series_nasdaq-project

Time series preprocessing. (G)ARCH, VECM, VAR modeling on stock data.

twitter_project

Twitter is a great source of text data. Machine learning helps to use it for stock predictive modeling. Current repository aggregates python scripts aimed at gathering data, Natural Language Processing, and generating features using sentiment analysis