Discover @pklauke Open Source projects

@pklauke

pklauke

Stars
64
Global Rank 286,019 (Top 10 %)
Followers 4
Registered over 9 years ago
Most used languages

Python
66.7 %

Jupyter Notebook
16.7 %

C++
16.7 %
Location 🇩🇪 Germany
Country Total Rank 14,118
Country Ranking

Python
2,424

Jupyter Notebook
4,724

C++
5,196

pycamunda

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

mlopt

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

camunda-external-task-worker

External task worker for Camunda

LibFFMGenerator

C++ script for converting csv data into the format needed for Field-Aware Factorization machines.

Kaggle-HomeCreditDefaultRisk

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%).

Kaggle-PortoSeguroSafeDriverPrediction

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