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elastufka/README.md

Hi there 👋 I'm a data scientist/machine learning engineer in the domain of astrophysics

Check out my presentations for an idea of the work I do and the occaisional low-resolution gif of solar flares!

Languages

  • Python
  • IDL
  • (when necessary) Matlab, Octave, Mathematica, SQL
  • (back in the day) C++, Java
  • (with great reluctance) HTML, CSS, Fortran
  • (in progress) Javascript

Tools

  • Git

  • bash

  • Slurm

  • ☀️ SunPy, AstroPy

  • 🐼 pandas, geopandas

  • 🧮 numpy, scipy, statsmodels

  • 📈 matplotlib, plotLy, dash, seaborn

  • 🌃 scikit-image, PIL, OpenCV

  • 🧠 PyTorch, scikit-learn, Keras

  • 📚 nltk, SpaCy

  • 🕷 bs4, scrapy

  • ☁️ GCP

   

📖 Latest Blog posts

GOES XRS daily background
Oct 19, 2022
Cropping and Combining STIX spectrograms
Sep 22, 2022
Back Projection to CLEAN Image Translation with Pix2Pix
Jun 2, 2022
Reprojecting STIX images
May 12, 2022
Erica's LinkedIn

Pinned

  1. presentations presentations Public

    reveal.js slides for sharing

    HTML

  2. solar_all_purpose solar_all_purpose Public

    all-purpose code for working with different solar data

    Jupyter Notebook 1

  3. where_is_solar_orbiter where_is_solar_orbiter Public

    Dash app for displaying location of Solar Orbiter and other spacecraft

    Python

  4. DeepEM DeepEM Public

    Forked from PaulJWright/DeepEM

    Demonstrating a Deep Learning Approach for DEM Inversion

    Jupyter Notebook

  5. transmission_app transmission_app Public

    Calculate transmission for various gratings

    CSS

  6. stix2xspec stix2xspec Public

    Convert STIX science data (L1A, L1, or L4 spectrograms or pixel data) to a format compatible with XSPEC

    Python 1