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ab-testing

AB testing, stattests, poisson bootstrap, cuped, linearization

analysis-of-fairness-measures

Analysis of (group) fairness measures. How fair can you get under class imbalance. Representation bias and stereotypical bias. Histogram visualizations and analyses.

assessment_task_fixed_width_files

board-game-tracker

Ludo Board Game Status Tracker

book-database-management

covid-interactive-dashboard

dating-app-simulation

evolutionary-computation

fastapi-chat

Event-Driven DDD Chat, FastAPI for RESTful APIs and handling WebSocket connections, Kafka for message brokering, MongoDB as the primary data store.

fastapi-project

foreground-removal

image-inpainting

knowledge-distillation

Implemetation of simple example of knowledge distillation, with teacher network Res-Net152 and student network with 3 convolution blocks on custom classification dataset

matrix-test_assignment

monkeypox-ml-analysis

recipe-generation

New recipe generation based on a user's input ingredients

segmentation-practice

Practice on image segmentation task using custom implementation of modified U-Net architecture on Carvana Dataset

simplex-transportation-problem

smartband-telegrambot

Simple telegram bot displaying data analysis from wearable smart band

stockmarketsimulator

Stock market simulator with GUI written in JavaFX, utilizing multithreading for simulation market processes

style-transfering

text-transformer

Text Transformer application that allows you to transform input text data

timeseries-classification-anomalydetection

Classification of time series, anomaly detection

titanic-dataset-eda

trafficsignalingproblem

Traffic Signaling Problem

visual-wsd

Visual Word Sense Disambiguation

xray-imagegeneration

Generation images of chest x-ray using GAN