Bartek Kowalczuk's repositories
crypto-quick-view
2019 - [Flask] Cryptocurrency dashboard web app
named-entity-recognition
2020 - [RoBERTa, BiLSTM, SageMaker] Experiments with NER
cryptocurrency-arbitrage
2019 - [Selenium] Desktop app for scraping and comparing cryptocurrency prices across markets to find a possibility of an arbitrage
color-generator
2021 - [DistilBERT] Color prediction (rgb scale) given its description
spell-checker
Class for spell checking of OCR outputs.
toxic-comments-classification
[CNN, GRU, BERT] Classifying different types of of toxicity in comments
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
facial-keypoints
2020 - [CNN] Detecting Facial Keypoints - MultiTarget Regression utilizing transfer learning from a CNN with few features to all
distributions-package
Package for computing probability distributions (done during nanodegree)
Flask-GoogleMaps
LOOKING FOR NEW MAINTAINER Easy way to add GoogleMaps to Flask applications.
flights-overbooking
Monte Carlo simulation of overbooking on flights.
gan-digits
[GAN] Project in which we generate new pictures of digits using GANs (Advanced Programming in R class project)
machine-learning-university-projects
Image classifier (SVM,RF,CNN) and regression (OLS, Elastic Net, MLP) on LEGO price - machine learning class project
monte-carlo-option-simulation
[R, C++] Option simulation
plagiarism-detection
[SageMaker] Plagiarism detector that examines a text file and performs binary classification
sagemaker-endpoints
Repository for SageMaker experiments
sentiment-sagemaker
[SageMaker, RNN] Web app which interacts with a deployed recurrent neural network performing sentiment analysis on movie reviews.
unsupervised-learning-university-projects
Projects and notes from unsupervised learning classes
usa-iran-conflict
[SHINY, Plotly] Text mining analysis of posts from Reddit about the conflict between USA and Iran
vggvox-speaker-identification
Speaker identification with VGGVox network