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Contact: gonultasbu #at# gmail #dot# com

Burak Mert Gonultas's Projects

adaboost-stump icon adaboost-stump

Minimal implementation of Adaboost classifier using weighted decision stumps without sklearn.

agilerl icon agilerl

Streamlining reinforcement learning with RLOps

color-k-means icon color-k-means

A simple k means classifier for rgb images without sklearn.

diffarticulated icon diffarticulated

Efficient Differentiable Simulation of Articulated Bodies (ICML2021)

diffsteered icon diffsteered

[ IROS 2023 ] System Identification and Control of Front-Steered Ackermann Vehicles through Differentiable Physics

pdf_merge icon pdf_merge

I hated using online tools for merging my PDF files so I wrote a Python 3.6 script to merge all PDF files in a folder to a new PDF file.

picotetris icon picotetris

Tetris game written for PicoBlaze softprocessor that runs on a Spartan 3E FPGA, VGA interface written with Verilog.

pydubins icon pydubins

Python wrapper of the C version of the Dubins-Curves library

racecar_gym-1 icon racecar_gym-1

A gym environment for a miniature racecar using the pybullet physics engine.

random-forest-stump icon random-forest-stump

Minimal implementation of Random Forest classifier using decision stumps and bootstrap sampling without sklearn.

sigver icon sigver

Signature verification package, for learning representations from signature data, training user-dependent classifiers.

sigver_bmg icon sigver_bmg

superseded by https://github.com/gonultasbu/sigver_v2

support-vector-machines icon support-vector-machines

Educational SVM implementations from scratch without sklearn. CVXOPT is used as the equation solver.

tiny-differentiable-simulator icon tiny-differentiable-simulator

Tiny Differentiable Simulator is a header-only C++ and CUDA physics library for reinforcement learning and robotics with zero dependencies.

tinyxml2 icon tinyxml2

TinyXML2 is a simple, small, efficient, C++ XML parser that can be easily integrated into other programs.

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