apetulante Goto Github PK
Name: Abbie Petulante
Type: User
Bio: Postdoc @vanderbilt-data-science
Location: Vanderbilt University
Abbie Petulante's Projects
dl_darkmattersims
Research project using convolutional neural networks to learn how structure forms in dark matter simulations of the universe.
gather_subhalo
SSH into computer with tree files, and pull the snippet of the needed one to get the history of a single subhalo-halo interaction
generate_sub_props
All code needed to generate a complete table of properties for all subhalos in Rockstar tree files
livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
machine_learning_examples
A collection of machine learning examples and tutorials.
nbdev_tutorial
a repo for looking exploring how to use nbdev
paper-ml_dmosubs
LaTex documents and figures for paper about using machine learning to predict the fates of subhalos in a DMO simulation.
python_helpers
Some python helper modules
python_mlalgorithms
Some machine learning algorithms, coded from scratch in python. Not designed to be better than anything else you could find on the internet, but good for practice.
stable-diffusion-webui-colab
stable diffusion webui colab
unet_tutorial
A Jupyter notebook tutorial, walking through how a U-Net convolutional neural network works.
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