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Alexander Harnisch's Projects

classical-electrodynamics-homework icon 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.

conda-icetray icon conda-icetray

Simple script to automatically create a conda icetray environment

deep-learning-homework icon 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.

iceopt-generator icon iceopt-generator

Scripts to generate datasets for the Gradient Descent bulk ice fit on NPX.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid, scalable and reproducible ML experimentation with best practices. ⚡🔥⚡

modded-ppc icon modded-ppc

This repository manages the the modded Photon Propagation Code needed for gradient descent ice model optimization.

nerdtree-execute icon nerdtree-execute

Plugin for NERD Tree that provides an execute menu item, that executes system default application for file or directory

smd1718 icon smd1718

All our solutions to the SMD lecture exercises from winter semester 2017/2018.

statistical-mechanics-homework icon 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 icon 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 icon tf-quaternion

An implementation of quaternions for and written in tensorflow. Fully differentiable.

vimrc icon vimrc

My personal vimrc. It's ugly but does exactly what I want.

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