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Michał's Projects

advanced_r icon advanced_r

Repo for scripts from 'Advanced R' by Hadley Wickham.

cpp_1 icon cpp_1

The first term of a C++ course at the Institute of Mathematics (University of Wrocław).

cpp_2 icon cpp_2

The second term of a C++ course at the Institute of Mathematics (University of Wrocław).

database_systems icon database_systems

The 'Database systems' course at the Institute of Mathematics (University of Wrocław).

dl_uwr icon dl_uwr

Materials from Jan Chorowski's Deep Learning and Neural Networks course at University of Wroclaw

esl icon esl

Repository for the ESL book written by Hastie, Tibshirani and Friedman

fineng_1 icon fineng_1

The 'Financial engineering 1' course at the Institute of Mathematics (University of Wrocław).

graphical_slope icon graphical_slope

All scripts/programs used for my master's thesis covering sparse graphical models, especially gLASSO and gSLOPE estimators.

lab_stat_2 icon lab_stat_2

The 'Statistical laboratory 2' course at the Institute of Mathematics (University of Wrocław).

ml_uwr icon ml_uwr

Materials from Jan Chorowski's Machine Learning course at University of Wroclaw

nn_assignments icon nn_assignments

Materials from Jan Chorowski's Neural Networks course at University of Wroclaw

nn_scratch icon nn_scratch

The simple, two-layer neural network implemented from scratch using just NumPy.

pafi_2 icon pafi_2

The 'Pricing and analysis of financial instruments 2' course at the Institute of Mathematics (University of Wrocław).

pafi_3 icon pafi_3

The 'Pricing and analysis of financial instruments 3' course at the Institute of Mathematics (University of Wrocław).

semipar icon semipar

The 'Semiparametric regression' course at the Institute of Mathematics (University of Wrocław).

tfalds icon tfalds

The 'Theoretical foundations of analysis of large data sets' course at the Institute of Mathematics (University of Wrocław).

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