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wenig/README.md

Hi there πŸ‘‹

πŸŽ“ I'm currently working on my PhD in the areas of Distributed Data Analytics and Time Series Anomaly Detection.

Feel free to ask me about my projects and possible collaborations.

πŸ“ˆ Distributed Data Analytics

  • Actix-Telepathy: Distributed Actor System for the Rust Programming Language πŸ¦€ Rust
  • Actix-Telepathy Examples: Example Applications for the Actix-Telepathy Library πŸ¦€ Rust
  • DataGossip: Distributed Deep Learning System to Handle Imbalanced Data Partitions 🐍 Python πŸ”₯ PyTorch

βŒ› Time Series Anomaly Detection

  • Series2Graph++: Distributable Multivariate Unsupervised Time Series Anomaly Detector πŸ¦€ Rust Actix-Telepathy 🐍 Python
  • TimeEval: Time Series Analytics Benchmark and Evaluation Framework 🐍 Python
  • GutenTAG: A Good Time Series Anomaly Generator 🐍 Python
  • TimeEval-GUI: A GUI for TimeEval and GutenTAG 🐍 Python

πŸ”¬ Data Science

  • MeanShift-rs: Fast Rust Implementation of the MeanShift Clustering Algorithm πŸ¦€ Rust 🐍 Python

πŸ“° Accompanying Repos for my Blog or Tutorials

  • [Tutorial] Rust Bindings for Python: Example Application and Explanations on How to Bind Rust Functions to Python πŸ¦€ Rust 🐍 Python
  • SPL: Self-Paced Learning Helps Neural Networks Train in a more Optimal Order 🐍 Python
  • HOGWILD: Parallel and Asynchronous Backpropagation Algorithm 🐍 Python
  • Belief-Propagation Belief-Propagation in Bayesian Networks 🐍 Python
  • mlx-titanic Kaggle.com Microcourse on Machine Learning Explainability 🐍 Python

Pinned

  1. actix-telepathy actix-telepathy Public

    Cluster extension for actix

    Rust 65 5

  2. meanshift-rs meanshift-rs Public

    Rust implementation of the MeanShift Clustering Algorithm (with Python Bindings) [Mirror]

    Rust

  3. TimeEval/TimeEval TimeEval/TimeEval Public

    Evaluation Tool for Anomaly Detection Algorithms on Time Series

    Jupyter Notebook 84 13