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karagul's Projects

pdf_reports icon pdf_reports

:closed_book: Python library and CSS theme to generate PDF reports from HTML/Pug

pdtoolkit icon pdtoolkit

Collection of tools for probability of default (PD) rating model development and validation.

pe-hft-matlab icon pe-hft-matlab

MATLAB toolbox for high frequency portfolio analysis, intraday backtesting and optimization

pe-hft-python icon pe-hft-python

Python library for high frequency portfolio analysis, intraday backtesting and optimization

penalized-regressionpt3 icon penalized-regressionpt3

Data set: bostonhousing.csv You have to predict the median house value (medv) using the following variables: crim, zn, indus, nox, rm, age, dis, rad, tax, ptratio and lstat. Identify the model with the highest prediction accuracy using these methods: - best subset selection regression - forward and backward stepwise regression - ridge regression - lasso regression - PLS regression

perfin icon perfin

PerFin a Personal Finance library

performing-business-analytics icon performing-business-analytics

• Combining the datasets, so it is possible to monitor monthly sales trends for each of the flower types at each store location. • Taking note of any discrepancies or apparent faults in the data, so Parviflora can use that information to amend their systems. • Preparing a presentation in R Markdown, showing the most important observations from the data analysis. • Preparing the R code for data importing in such a way that will be able to import data for more than 3 months with no modifications to code. • Preparing the R Markdown presentation in such a way that it will automatically update when more than 3 months of data is used as an input.

pfe icon pfe

potential future exposure calculator using local volatilities (includes option valuation)

pgkoreaportfolio icon pgkoreaportfolio

A Deep Reinforcement Learning Framework for the Korean Financial Portfolio Management

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

phd-thesis_rmarkdown icon phd-thesis_rmarkdown

Data and code from my PhD thesis titled "An interdisciplinary examination of stress and injury occurrence in athletes"

phd_materials icon phd_materials

Contains educational materials used during my PhD studies. Intended to be accessed by students

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