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M.Ozbilgin 's Projects

addaandcooper icon addaandcooper

Code to solve exercises from Adda and Cooper's "Dynamic Economics" book

amazing-feature-engineering icon amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

applied_micro_tutorial icon applied_micro_tutorial

An applied-micro tutorial using Python on Jupyter notebook showing how to perform a structural estimation excercise using finite dependence and bootstrapping.

awesome-quant icon awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

commonownerreplication icon commonownerreplication

Replication for Common Owner 1980-2017 (https://www.aeaweb.org/articles?id=10.1257/mic.20190389)

compecon icon compecon

My "Foundations of Computational Economics" course

compecon-1 icon compecon-1

A Python version of Miranda and Fackler's CompEcon toolbox

data-science-regular-bootcamp icon data-science-regular-bootcamp

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

deep_learning icon deep_learning

Notes and code to accompany Deep Learning by Goodfellow, Bengio, and Courville

ekw-promotion icon ekw-promotion

promotional material for our work on Eckstein-Keane-Wolpin models

gaminet icon gaminet

GAMI-Net: Generalized Additive Models with Structured Interactions

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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