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LUKAS SCHWARZ

☰
 * Projects
 * Publications


PROJECTS

This is a selection of my personal programming and machine learning projects.
The code can be found on GitHub.

 * Word Trainer
   Jun, 2022
   This is a word trainer written in PHP which can be used to learn vocabularies
   with self-defined word lists. GitHub
 * Solving classic control problems with DQN
   Apr, 2021
   I experimented with the DQN algorithm applied to the classic control problem
   Cartpole. GitHub
 * Explanation and Implementation of DQN with Tensorflow and Keras
   Apr, 2021
   Deep Q-Learning (DQN) is a family of algorithms used in reinforcement
   learning to find an optimal policy. Here, I implement the algorithm with
   experience replay and separate target network using Tensorflow and Keras.
   GitHub
 * Reinforcement learning algorithms and experiments
   Feb, 2021
   For educational purpose, I implemented algorithms and example problems used
   in reinforcement learning. This is work in progress and more algorithms and
   experiments will be added in future. GitHub
 * Solving Differential Equations with Artificial Neural Networks
   Dec, 2020
   Here I explore how an artificial neural network used as a function
   approximator can be used to solve differential equations. GitHub
 * C++ Wrapper Around the FFTW Library
   Feb, 2018
   This is a c++ wrapper around the FFTW library for calculating 1d and 2d
   Fourier transforms. GitHub
 * Pysdbd - A Database Abstraction API in Python for Sqlite and Mysql Backends
   Sep, 2017
   To simplify the access to sqlite and mysql databases for standard tasks, I
   wrote this abstraction layer which encapsulates the underlying sql queries
   with a clean API. GitHub
 * Pyspdf - A Simple Python PDF Creator
   Jul, 2017
   This is a simple pdf creation library based on pygtk which allows rendering
   of text, images, lines and tables in multipage pdf documents. GitHub
 * Pystpl - A Simple Python Template Parser
   Jun, 2017
   I wrote a text template parser in python. It has only a few hundred lines of
   code and performs quite well compared to other python template engines.
   GitHub
 * Worpbak - A Snapshot Backup Script Based on Rsync
   May, 2017
   To automate my data backups, I wrote a snapshot backup script based on rsync
   which hardlinks existing files, tracks file movements and allows to clear
   backups based on interval rules. GitHub
 * Mandelbrot Set Viewer
   Dec, 2014
   I created a small tool to visualize the Mandelbrot set at different zoom
   levels in real time using OpenGL. This project emerged from an assignment at
   the university during a nonlinear dynamics lecture. GitHub
 * Protocol Analysis and Libusb Linux Driver for the Uni-T UT61B Multimeter
   Nov, 2014
   I reverse engineered the USB protocol for the Uni-T UT61B multimeter and
   wrote a driver and commandline program for linux to read out sensor data.
   GitHub


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