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camunda-external-task-worker

External task worker for Camunda

chatbot

cpython

The Python programming language

example-python

Python coverage example

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-nyctaxi

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%).

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%).

kaggle-talkingdata

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%).

libffmgenerator

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

machinelearningsampleproject

mlopt

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

pkml

Small machine learning library.

pycamunda

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

steppy

Lightweight, Python library for fast and reproducible experimentation :microscope:

steppy-toolkit

Curated set of transformers that make your work with steppy faster and more effective :telescope: