mbkraus Goto Github PK
Name: Mike Kraus
Type: User
Company: Mollie
Location: Amsterdam, the Netherlands
Mike Kraus's Projects
amsterdam-airport-schiphol-flight-data-app
Basic API-sourced python-based flight data widget for retrieving arrival and departures data for Amsterdam Airport Schiphol (along a GUI constructed with wxPython)
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)
django_dutch_traffic_stats_website
Django-powered website (hosted on Heroku) that focuses on analyzing Dutch traffic data acquired through a custom scraper
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
dutch_traffic_info_scraper
Python-based webscraper for scraping traffic data from the Dutch traffic information service, [vid.nl](https://www.vid.nl)
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'
mean_variance_portfolio_optimization_with_carbon_intensity_constraints
Python script for single period Mean-Variance Optimization (MVO) with scope 1+2 carbon intensity constraints
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)
pydantic
Data validation using Python type hints
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)
sds011_influxdb
Script for getting measurements from the SDS011 air particle density sensor and logging it to InfluxDB
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)
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