MBKraus/Django-local-community-football-platform

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Created almost 7 years ago
Updated over 6 years ago

MBKraus/Django-local-community-football-platform

MBKraus

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Web-based local community football platform built on the Django web framework (with the help of Python, Bootstrap3, GeoPy, and GoogleMaps-API)

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)

incremental_training

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

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)

dockerized_data_science_playground

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

Solvency_II_Equity_Risk_Capital_Charge

Python script for calculating the (type I) equity risk solvency capital charge ("SCR") under Solvency II

Hyperopt

Repo that relates to the Medium blog 'Using Bayesian Optimization to reduce the time spent on hyperparameter tuning'

Jupyter Notebook

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)

Mean_Variance_Portfolio_Optimization_with_Carbon_Intensity_Constraints

Python script for single period Mean-Variance Optimization (MVO) with scope 1+2 carbon intensity constraints

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)