Mike Kraus MBKraus

Pinned

1. Hyperopt

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

   Jupyter Notebook 2 5

2. 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)

   Python 60 31

3. 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 o…

   Python 41 15

4. incremental_training

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

   Python 18 10

5. Mean_Variance_Portfolio_Optimization_with_Carbon_Intensity_Constraints

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

   Python 2 1

6. 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

   Python