Sofia Vei's repositories
Time-Series-Classification
Time Series Classification Analysis of 21 algorithms on the UCR archive datasets + Introduction to a Convolution-based classifier with Feature Selection
Cost-Sensitive-Learning
Cost Sensitive Learning in German Credit Data
Fitbit-API-MongoDB-Streamlit
This is a hands-on lab project on using public APIs for acquiring data from the web, storing them in NoSQL databases, and visualizing them on a web platform. Each group (same as 1st lab project) will experiment on a task that contains Fitbit data (acquired from the Fitbit Web API), Python, MongoDB and Streamlit.
Community-Detection-in-Social-Networks
Community Detection on a Twitter Dataset
Count-Triangles-in-Complex-Networks
Exact and Approximate triangle counting algorithms using Python and exploration of their scalability properties on different real-world datasets
Walmart-sales-prediction
Predicting Walmart sales based on a specific store and specific departments
AIIE
AI Incidents Explorer
analyzing-tripAdvisor-data
TripAdvisor web scraping using Seleneum - analysis using visualizations
Ethereum-Solidity
Smart contract in Solidity, using the Ethereum blockchain.
Multi-Label---Multi-Instance-Learning
multi label and multi instance learning on DeliciousMIL dataset
systematic-study-on-class-imbalance
demonstrate different models such as Variational Autoencoders and GANs in a variety of datasets, including tabular, text and image data, including the generation of synthetic data for comparison of their effectiveness in all models for each kind of dataset