Pinned

1. pycamunda pycamunda Public

   Python REST api client for the workflow and decision automation engine Camunda.

   Python 41 12

2. mlopt mlopt Public

   Optimization algorithms for Machine Learning problems like Hyperparameter tuning and Ensembling.

   Python 10 1

3. Kaggle-HomeCreditDefaultRisk Kaggle-HomeCreditDefaultRisk Public

   My solution for the Home Credit Default Risk Kaggle competition. This solution uses a scheduled Denoising Autoencoder in combination with a neural net and a GBDT. It ranked 248 out of 7198 (Top 4%).

   Python

4. Kaggle-TalkingData Kaggle-TalkingData Public

   My solution for the TalkingData AdTracking Fraud Detection Kaggle competition. This solution uses a GBDT and a Field-Aware Factorization machine. It ranked 197 out of 3967 (Top 5%).

   Jupyter Notebook 1

5. Kaggle-PortoSeguroSafeDriverPrediction Kaggle-PortoSeguroSafeDriverPrediction Public

   My solution for the Kaggle competition Porto Seguro Safe Driver Prediction. This solution uses an Ensemble of different algorithms and ranked 138 out of 5169 (Top 3%).

   Jupyter Notebook 1 1

6. Kaggle-NYCTaxi Kaggle-NYCTaxi Public

   My solution for the Kaggle competition New York City Taxi Trip Duration. This solution uses the gradient boosted Decision Tree library LightGBM and ranked 49 out of 1257 (Top 4%).

   Jupyter Notebook