Projects

Peek My Home Price Part-5: Fine tuning

Belgian Housing Market Insights

In Part 4, we established a robust cross-validation strategy to consistently assess our model’s performance across multiple data folds. We also identified and managed…

Adam Cseresznye

Peek My Home Price Part-4: Feature engineering

Belgian Housing Market Insights

In Part 3, we looked at the significance of features in the initial scraped dataset using both the feature_importances_ method of CatBoostRegressor and SHAP values. We conducted feature…

Adam Cseresznye

Peek My Home Price Part-3: Feature selection

Belgian Housing Market Insights

In Part 2, we looked into some crucial sample pre-processing steps before modeling, establishing the required pipeline for data processing, evaluating various algorithms…

Adam Cseresznye

Peek My Home Price Part-2: Building a baseline model

Belgian Housing Market Insights

In the preceding section, our emphasis was on establishing a fundamental understanding of our data through characterizing the cleaned scraped dataset. We dived into feature…

Adam Cseresznye

Peek My Home Price Part-1: Characterizing the data

Belgian Housing Market Insights

Welcome to Peek My Home Price, a project, that dives into the key factors that influence real estate property prices in Belgium. Our ultimate goal with this project is to leverage up-to-date data from…

Adam Cseresznye

Chromascope: A lightweight GUI for mass spectrometry data analysis

Rust

Have you ever needed to quickly review mass…

Adam Cseresznye

DeepLCMS: A framework that leverages transfer learning for the classification of pseudo images in mass spectrometry-based analysis

DeepLCMS

Welcome to DeepLCMS, a project that combines mass spectrometry analysis with the power of deep learning models!

Adam Cseresznye

Streamlining Data Wrangling with the CP-Seeker Post-Processing App

CP-Seeker Post-Processing App

Welcome to the CP-Seeker…

Adam Cseresznye