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Jan Kaiser's Projects

8mm-film-scanner icon 8mm-film-scanner

Conversion of an old projector to a Regular 8 and Super 8 film scanner.

ais-predictor icon ais-predictor

Distributed machine learning application for ship route and ETA prediction

brilliant-cv icon brilliant-cv

💼 another CV template for your job application, yet powered by Typst and more

fel_tuning icon fel_tuning

Simplified FEL model based on Bmad/Tao for accelerator tuning and optimization

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

lynx icon lynx

Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

model-based-rl icon model-based-rl

Model based reinforcement learning implemenation of ME-TRPO on a physical simulation od AWAKE

ocelot icon ocelot

OCELOT is a multiphysics simulation toolkit designed for studying FEL and storage ring-based light sources.

pot-bellied-pig icon pot-bellied-pig

Surprisingly realistic simulation for anyone who has always wanted to be pot bellied. Otherwise, a playground for all sorts of 2D game stuff.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

tbsac icon tbsac

TBSAC algorithm for beam commissioning in accelerator

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