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Hi there 👋

BIO
  • 🏢 I'm currently working at Phoenix Contact Electronics, Bad Pyrmont - Germany.
  • ⚙️ I use daily: .py, .yaml, Dockerfile
  • 🌱 Learning all about Machine Learning, Anomaly Detection and Data Science

gpla's Projects

attrs icon attrs

Python Classes Without Boilerplate

cikm22-tfad icon cikm22-tfad

Source code of CIKM'22 paper: TFAD: A Decomposition Time Series Anomaly Detection Architecture with Frequency Analysis

djlint icon djlint

✨ HTML Template Linter and Formatter. Django - Jinja - Nunjucks - Handlebars - GoLang

faster-etapr icon faster-etapr

Faster implementation of the enhanced time-aware precision and recall (eTaPR) for the evaluation of anomaly detection methods on time series data

gdn icon gdn

Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series" (AAAI 2021)

gluon-ts icon gluon-ts

Probabilistic time series modeling in Python

gpla icon gpla

Config files for my GitHub profile.

jinja2-fragments icon jinja2-fragments

Render Jinja2 template block as HTML page fragments on Python web frameworks.

omnianomaly icon omnianomaly

KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pytorch-vae icon pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

stratego icon stratego

A simple android game based on the board game stratego

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