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👋 Hello everyone

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

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

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

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

luk-f's Projects

aggofmassivemvtdata icon aggofmassivemvtdata

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

france-geojson icon france-geojson

Contours des régions, départements, arrondissements, cantons et communes de France (métropole et départements d'outre-mer) au format GeoJSON

logeduc icon logeduc

Projet Musical pour M1IF22-LogicielsEducatifs

pycfof icon pycfof

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

sax icon sax

My First SAX - HotSAX - iSAX

tabula-py icon tabula-py

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

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