Alexander Harnisch's repositories
deep-learning-homework
My solutions to the Deep Learning homework assignments at MSU. CSE 891-4, based on the Toronto Deep Learning course CSC413/2516 by Roger Grosse and Jimmy Ba.
conda-icetray
Simple script to automatically create a conda icetray environment
tf-toy-ice-model-optimization
Simple proof of concept test project to optimize IceCube ice model parameters using TensorFlow.
bfrv1_icetray
Fork from Icetray combo for BFRV1 clsim implementation.
classical-electrodynamics-homework
My solutions for all the homework assignments and midterms of the Classical Electrodynamics class (PHY 841) held by Alexei Bazavov at MSU in Spring 2020.
CLSim-CUDA-NVIDIA-collab
Slim version of IceCube's physics production software.
computational-physics-homework
Repository for computational physics lecture exercises.
iceopt-generator
Scripts to generate datasets for the Gradient Descent bulk ice fit on NPX.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡
matplotlib
matplotlib: plotting with Python
modded-PPC
This repository manages the the modded Photon Propagation Code needed for gradient descent ice model optimization.
nerdtree-execute
Plugin for NERD Tree that provides an execute menu item, that executes system default application for file or directory
numerical-linear-algebra-homework
Homework for the Numerical Linear Algebra CMSE class at MSU in Spring 2020.
opera-custom-keyboard-shortcuts
Extremely minimalistic Opera extension to set custom keyboard shortcuts.
smd1718
All our solutions to the SMD lecture exercises from winter semester 2017/2018.
statistical-mechanics-homework
My solutions for all the homework assignments and midterms of the Statistical Mechanics class (PHY 831) held by Luke Roberts at MSU in Fall 2020.
tf-ppc-iceopt
This project aims to demonstrate how to fit Icecube ice model parameters (for now only absorption coefficients) using TensorFlow for gradient descent.
tf-quaternion
An implementation of quaternions for and written in tensorflow. Fully differentiable.
tmux-config
My tmux config, based on samoshkin/tmux-config
vimrc
My personal vimrc. It's ugly but does exactly what I want.