zhampel

Scientist primarily involved in machine learning research and applications. Previously a particle astrophysicist with the HAWC & IceCube Observatories.

Pinned Repositories

clusterGAN
Pytorch Implementation of ClusterGAN (arXiv:1809.03627)
Language:Python95 6 522
cr-geomag-prop
Visualization of cosmic rays propagating through the Earth's magnetic field
Language:Python9 5 12
custom_scripts
Useful custom scripts I use in my setups
Language:Vim script3 2 00
cyphercat
Language:Jupyter Notebook1 3 00
gaussGAN
Experiments on limitations of simulating Gaussian data with GANs
Language:Python1 2 00
gcn-ssc-technical-overview
Slides and notebook example code for Semi-Supervised GCN overview
Language:Jupyter Notebook1 2 01
github-contributing-guide
Slides providing overview of contributing with teams to repos
Language:Jupyter Notebook1 3 05
github-guide-insight
Guide to using GitHub for Insight Fellows
Language:Jupyter Notebook5 1 01
helio-tev
TeV cosmic ray propagation in heliosphere (OpenCL)
Language:C1 2 00
rot-inv-conv
Towards a rotationally invariant convolutional layer
Language:Python10 4 12

zhampel's Repositories

zhampel/clusterGAN
Pytorch Implementation of ClusterGAN (arXiv:1809.03627)
Language:Python95 6 522
zhampel/cr-geomag-prop
Visualization of cosmic rays propagating through the Earth's magnetic field
Language:Python9 5 12
zhampel/github-guide-insight
Guide to using GitHub for Insight Fellows
Language:Jupyter Notebook5 1 01
zhampel/custom_scripts
Useful custom scripts I use in my setups
Language:Vim script3 2 00
zhampel/gaussGAN
Experiments on limitations of simulating Gaussian data with GANs
Language:Python1 2 00
zhampel/github-contributing-guide
Slides providing overview of contributing with teams to repos
Language:Jupyter Notebook1 3 05
zhampel/acd
Anomalous Change Detection
Language:Python1 0
zhampel/atlas
Language:Python1 0
zhampel/BirdsEye
The BirdsEye RL/RF project enables localization of mobile radio frequency targets, e.g., drones operators, via commericial off-the-shelf sensors.
Language:Jupyter Notebook1 0
zhampel/ClaimMapping
Claim and Narrative Mapping Visualization and Analysis on COVID-19 Twitter Data.
Language:Python1 0
zhampel/ClaimMatching
Codebase to match COVID-19-related content from Google's Fact Check API to json files (e.g. Tweets)
Language:Python1 0
zhampel/clpy
OpenCL backend for CuPy
Language:Python1 0
zhampel/covid-test-db
Language:Python1 0
zhampel/deep-rules
Ten Quick Tips for Deep Learning in Biology
Language:HTML1 0
zhampel/Docker-Tutorial---Data-Scientists
Language:Python1 0
zhampel/FakeFinder
Language:Python1 0
zhampel/general-github-guide
Slides outlining general GitHub usage
Language:Jupyter Notebook1 0
zhampel/GLCM
Fast Gray-Level Co-Occurrence Matrix by numpy
Language:Python0 0
zhampel/Grid2Op
Language:Jupyter Notebook1 0
zhampel/high-dim-stats
Collection of demo scripts for high dimensional statistics
Language:Python1 0
zhampel/hindsight2020
Apply claim-matching to various subsets of the COVID-19 scientific literature.
Language:Jupyter Notebook1 0
zhampel/IEEE_tutorial
Language:Jupyter Notebook1 0
zhampel/insight-github-guide
Guide to using GitHub for Insight Fellows
Language:Jupyter Notebook1 0
zhampel/jcamp
A set of Python utilities for reading JCAMP-DX files.
Language:Python0 0
zhampel/k-armed-bandits
Demo of k-Armed Bandit Type Problems
Language:Python2 0
zhampel/manim
Animation engine for explanatory math videos
Language:Python1 0
zhampel/open-space-toolkit
Collection of versatile software libraries for space engineering applications.
Language:Jupyter Notebook1 0
zhampel/PlotNeuralNet
Latex code for making neural networks diagrams
Language:TeX1 0
zhampel/SpaghettiScore
Towards building a codebase trust metric
Language:Python2 0
zhampel/zhampel.github.io
Personal GitHub Webpage
Language:JavaScript2 01