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Bartek's Projects

adaboost-for-machine-learning icon adaboost-for-machine-learning

Program predicting which person is an author of a given e-mail using scikit-learn (AdaBoost classifier algorithm for Machine Learning). Python 3.

bomberman-brics icon bomberman-brics

This repository contains environment for Bomberman-Brics. Our own version of classic console game.

deeprl_king-pong_hackathon icon deeprl_king-pong_hackathon

"Deep Reinforcement Learning: Pong from Pixels". Developing a team project during the Gradient/SKALP AI Hackathon - 05.2018.

experimental-pgnns icon experimental-pgnns

Novel applications of Physics-Guided Neural Networks (PGNN) to solve differential equations for spatial analysis

explorative-autoencoders icon explorative-autoencoders

Anomaly detection and forecasting in time series performed on stock records using unsupervised learning techniques with particular emphasis on autoencoders. Project of the Gradient Science Club at Gdansk University of Technology (ETI).

freestyle-website icon freestyle-website

HTML5/CSS3 used to design a website about polish freestyle, hip-hop culture and rap underground

freestyle-xml-xsd icon freestyle-xml-xsd

XML/XML Schema used to design a document about polish freestyle, hip-hop culture and rap underground

gradientpg icon gradientpg

Strona internetowa koła naukowego "Gradient" Politechniki Gdańskiej

hope-generator icon hope-generator

Generator of large-scale naturalistic human-object interactions developed for CS-433 at EPFL.

intelligent-robot-in-a-roadside-environment icon intelligent-robot-in-a-roadside-environment

Intelligent robot in a roadside environment accelerated by Intel Movidius Neural Compute Stick. Project of Gdańsk University of Technology in collaboration with Karunya Insititute of Technology and Sciences.

mitsubishi-melfa-robot icon mitsubishi-melfa-robot

A program dedicated for the Mitsubishi Melfa Industrial Robot created in RT Toolbox3 during workshops organized by the company in Gdansk (04.2018 - CaseWeek at Gdansk University of Technology).

playground icon playground

PlayGround: AI Research into Multi-Agent Learning.

rl-bomberman-gradient icon rl-bomberman-gradient

This repository contains code used for Bomberman game with reinforcement learning and is a project of Gradient AI Science Club.

robotics-in-india-intelligent-robot icon robotics-in-india-intelligent-robot

Scientific internship at the Karunya Institute of Technology and Sciences in Coimbatore, India. Development of an intelligent, remote/self-driving car based on Raspberry Pi, ultrasonic sensors, camera and Arduino (Python + OpenCV with neural networks and digital image processing). Vehicle capable of recognizing traffic lights, road signs and obstacles on the road, choosing the way in a real time.

snn-cms icon snn-cms

Spiking Neural Networks accelerated on the Intel Loihi chips for LHC experiments, at CMS detector. Project of the European Organization for Nuclear Research (CERN) in collaboration with Intel Labs.

sonar icon sonar

C++ Streams used for operations on BMP files

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tp_2017 icon tp_2017

GDI+ usage in case of automation systems visualization. Physical objects modeling.

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