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Name: Ola Piętka

Type: User

Bio: AI Engineer 🚀

Location: Gdańsk

Blog: www.linkedin.com/in/olapietka/

Ola Piętka's Projects

agglomerative-hierarchical-clustering-from-scratch

Build Agglomerative hierarchical clustering algorithm from scratch, i.e. WITHOUT any advance libraries such as Numpy, Pandas, Scikit-learn, etc.

applied-machine-learning

Implementation of various of algorithms such as EM for Topic Modeling, High Dim. Classification, PCA, etc. described in "Applied Machine Learning" by David Forsyth

bayes-classifier

Bayes classifier on custom datasets

bigdata

Using BigData techniques for educational purposes

calculator-winforms

Calculator made in WinForms framework

calculator-wpf-mvvm

Calculator made with MVVM structure

catchus-hackathon-xamarin

An application created for Hackathon event, based on Xamarin framework

code-wars-exercises

A few exercises from the CodeWars page

consoleapp

Simple console app displaying particular shape made with chosen letter

convolutial-neural-network

Implementation of convolutional neural network LeNet5 with Keras library

data-cleaning-project

Final project for data cleaning course at University of Illinois master degree

dcgan-flowers-generation

Using Deep Convolutional Generative Adversarial Network for image generation

decision-tree-from-scratch

Decision tree classifier for multi-class classification WITHOUT any advanced libraries like Pandas, Numpy, Scikit-learn, etc.

exercism

Exercism exercises in Python

face-landmarks

Dlib face and landmarks detection (with Snapchat-like filters)

firstgame-unity

My first game made in Unity

gomoku-ai-winforms

Gomoku game on an infinite board with artificial intelligence base on tree algorithm

gradient-domain-fusion

Gradient-domain processing techniques including Poisson blending, Laplacian blending, color transfer, and more

hexapawn-wpf

Deterministic two-player game played on a rectangular 3×3 board

hybrid-images

Implementation of Hybrid Images proposed in the SIGGRAPH 2006 paper by Oliva, Torralba, and Schynsand

image-based-lighting

Transforming LDR images into an HDR photograph, creating an equirectangular map, and rendering synthetic objects with accurate lighting using Blender

invoice-mocking

Mocking tests for invoice

jumpgame-winforms

Simple game based on T-Rex (Chrome) game

label-classification

Label classification model that’s capable of detecting different types of animals

mappka-hackathon-xamarin

An application created for Hackathon event, based on Xamarin framework

marching-squares-visualization

Implementation of Marching Squares algorithm to draw 2D contour lines, and apply a colormap and interpolation function., and visualize it by generating an interactive visualization

memory-wpf-mvvm

Memory game made with MVVM structure

minigolf

Simple mini golf game using pygame and implemented phycis engine

minimax-tictactoe

TicTacToe with implemented MiniMax algorithm

multi-label-classification

Mulit-label classification model that’s capable of detecting clothes and colors from image

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Ola Piętka's Projects

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