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luk-f/README.md

👋 Hello everyone

💬 I'm Lucas and I'm a machine learning engineer

I like to use Python 🐍 for personal and professional projects (but English is not my native language 😝).

Here is a quick list of my most recent or significant projects: 💻

  • Just recently, I created a small app to play with a buzzer 🚨 on each personal device. I developed it to try out the Flask API! You can find it here: luk-f/BuzzerApp
  • I'm currently working on an algorithm used to aggregate movement data (in 2D) and generalize spatial information: luk-f/AggOfMassiveMvtData,
  • And of course, I should mention my PhD work 🎓 which I just finished last year, an unsupervised anomaly detection method for multidimensional data streams (a CFOF approximation using an iSAX tree): luk-f/pyCFOFiSAX
  • I also implemented the CFOF method to compare it with my thesis work: luk-f/pyCFOF

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  1. AggOfMassiveMvtData AggOfMassiveMvtData Public

    Spatial Generalization and Aggregation of Massive Movement Data, by Andrienko et al.

    Python 1

  2. pyCFOFiSAX pyCFOFiSAX Public

    CFOF approximation via iSAX trees - Python

    Python 1 2

  3. pyCFOF pyCFOF Public

    CFOF developed in Python. Based on Angiulli's works : https://arxiv.org/pdf/1901.04992v2.pdf

    Python 1