lstasiak Goto Github PK

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.

django-image-upload-api

graph-map-reduce

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

java_simple_apps

Simple projects written in Java to learn the objectivity and tools of this language

jchess

Chess game being written in Java

lstasiak

Config files for my GitHub profile.

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.

ppes_dataset_analysis

PPEs dataset exploratory analysis.

scala_twitter_filter

Twitter Data Streaming & Analysis

scraping_dojo_07_2023

Repository contains script for scraping quotes content from website.

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

time_series_analysis_bda

Time Series Analysis project for BDA at WUST containing CWT on dataset and NN training performed on transformed data