Pinned Repositories
dockerized_data_science_playground
Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture
DSMR_Smart_Meter_reader_and_dashboard
Script for extracting data from a Dutch Slimme Meter' (DSMR) by means of a Raspberry Pi + Dashboard that visualises the retrieved data
Hyperopt
Repo that relates to the Medium blog 'Using Bayesian Optimization to reduce the time spent on hyperparameter tuning'
incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
Predicting_real_estate_prices_using_scikit-learn
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
pydata_payment_handler
Repository for the PyData Amsterdam 2024 talk: 'Polishing Python: Preventing Performance Corrosion with Rust'
Python_Portfolio__VaR_Tool
Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both on an individual stock and portfolio-basis, stand-alone and vs. a benchmark of choice (constructed with wxPython)
serverless_data_pipelines_azure
Repo that relates to the Medium blog 'Creating serverless data pipelines with Azure Functions and Azure Pipelines'
Solvency_II_Equity_Risk_Capital_Charge
Python script for calculating the (type I) equity risk solvency capital charge ("SCR") under Solvency II
Solvency_II_Spread_Risk_Capital_Charge
Python script for calculating the spread risk solvency capital charge ("SCR") for a bond portfolio under Solvency II (along the standard formula)
MBKraus's Repositories
MBKraus/Predicting_real_estate_prices_using_scikit-learn
Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polynomial-, Random Forest-, and Neural Network MLP Regression (via scikit-learn)
MBKraus/incremental_training
Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'
MBKraus/Python_Portfolio__VaR_Tool
Python-based portfolio / stock widget which sources data from Yahoo Finance and calculates different types of Value-at-Risk (VaR) metrics and many other (ex-post) risk/return characteristics both on an individual stock and portfolio-basis, stand-alone and vs. a benchmark of choice (constructed with wxPython)
MBKraus/dockerized_data_science_playground
Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture
MBKraus/Hyperopt
Repo that relates to the Medium blog 'Using Bayesian Optimization to reduce the time spent on hyperparameter tuning'
MBKraus/Solvency_II_Equity_Risk_Capital_Charge
Python script for calculating the (type I) equity risk solvency capital charge ("SCR") under Solvency II
MBKraus/Solvency_II_Spread_Risk_Capital_Charge
Python script for calculating the spread risk solvency capital charge ("SCR") for a bond portfolio under Solvency II (along the standard formula)
MBKraus/Django-local-community-football-platform
Web-based local community football platform built on the Django web framework (with the help of Python, Bootstrap3, GeoPy, and GoogleMaps-API)
MBKraus/Mean_Variance_Portfolio_Optimization_with_Carbon_Intensity_Constraints
Python script for single period Mean-Variance Optimization (MVO) with scope 1+2 carbon intensity constraints
MBKraus/DSMR_Smart_Meter_reader_and_dashboard
Script for extracting data from a Dutch Slimme Meter' (DSMR) by means of a Raspberry Pi + Dashboard that visualises the retrieved data
MBKraus/pydata_payment_handler
Repository for the PyData Amsterdam 2024 talk: 'Polishing Python: Preventing Performance Corrosion with Rust'
MBKraus/serverless_data_pipelines_azure
Repo that relates to the Medium blog 'Creating serverless data pipelines with Azure Functions and Azure Pipelines'
MBKraus/Django_Dutch_Traffic_Stats_Website
Django-powered website (hosted on Heroku) that focuses on analyzing Dutch traffic data acquired through a custom scraper
MBKraus/Dutch_traffic_info_scraper
Python-based webscraper for scraping traffic data from the Dutch traffic information service, [vid.nl](https://www.vid.nl)
MBKraus/pydantic
Data validation using Python type hints
MBKraus/SDS011_InfluxDB
Script for getting measurements from the SDS011 air particle density sensor and logging it to InfluxDB