Łukasz Stasiak's Projects
Set of tasks solved in Big Data Algorithms course
Implementation of simple Bloom Filter
Deep Learning Specialization by Andrew Ng on Coursera.
The repository contains programs and models for investigation of estimating phase-transitions in 2D Ising model using Deep Neural Networks and comparison of the results with data compressed by PCA algorithm. The results are part of Master Thesis being the completition of the study on Big Data Analytics at WUST
Simple projects written in Java to learn the objectivity and tools of this language
Chess game being written in Java
Config files for my GitHub profile.
Example of simple ML web service for ML & Django & Docker integration learning
Neural network-based payload determination for moving excavator it's an academic (lab) project based on research on the mini excavator in the laboratory of the Wrocław University of Science and Technology (PL). Project is in the initial phase, requires further improvements based on a larger number of measurements.
PPEs dataset exploratory analysis.
Twitter Data Streaming & Analysis
Simple ML API built on FastApi for classifying breed of dog based on uploaded image with provided token authorization. PyTorch CNN model trained on Stanford Dogs dataset
Time Series Analysis project for BDA at WUST containing CWT on dataset and NN training performed on transformed data