Łukasz Stasiak's repositories
ISING_NN_PCA
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
StanfordDogs-Classifier-FastApi
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
PPEs_dataset_analysis
PPEs dataset exploratory analysis.
Big-Data-Algorithms-exercises
Set of tasks solved in Big Data Algorithms course
Bloom-Filter
Implementation of simple Bloom Filter
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Java_simple_apps
Simple projects written in Java to learn the objectivity and tools of this language
ml-django-app
Example of simple ML web service for ML & Django & Docker integration learning
Neural_network-based_weighing_system
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.
Scala_Twitter_Filter
Twitter Data Streaming & Analysis
Time_Series_Analysis_BDA
Time Series Analysis project for BDA at WUST containing CWT on dataset and NN training performed on transformed data
scraping_dojo_07_2023
Repository contains script for scraping quotes content from website.