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Felix Wagner's repositories

excess

Data repository for the EXCESS workshop.

Language:Jupyter Notebook300

icsc23

Supplementary material for the lecture "Introduction to Reinforcement Learning" at the Inverted CERN School of Computing 2023.

Language:Jupyter NotebookMIT3 20

cait

Cryogenic Artificial Intelligence Tools - A Python package for the raw data analysis of cryogenic particle detectors with machine learning.

Language:PythonGPL-3.02 4 1

mqtt_daq

MQTT protocol to communicate with CRESST DAQ and control detectors with reinforcement learning.

Language:Jupyter NotebookMIT1 2 1

trigger

Numba-accelerated peak detection for continuously sampled sensor signals.

Language:PythonGPL-3.01 20

Actor-Critic-pytorch

Actor Critic model to play Cartpole game

Language:PythonMIT000

ciwaves

Deep Learning Solutions for the Constant Intensity Equation

Language:Jupyter Notebook020

CryoEnv

Reinforcement Learning Environment for Detector Optimization.

Language:Jupyter Notebook03 8

dm_datarelease

Code and mock data repository for the PhysStatDM low threshold white paper.

Language:Jupyter Notebook02 7

oeawai

Material of the ÖAW AI Summer School

Language:Jupyter Notebook000

oeawai_challenge

Challenge for the OEAW AI Summer School.

Language:Jupyter Notebook000

Popular-RL-Algorithms

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

Apache-2.0000

pyyellin

A Python implementation of Yellins' optimum interval method, for an arbitrary number of data sets and dimensions.

Language:PythonGPL-3.0030

quantile-regression-dqn-pytorch

A very short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning

MIT000

singularity-jupyterlab-cait

minimall Jupyterlab environment for CLIP, conda based

Language:Shell000

thermomodel

Numerical response model of TES on cryogenic detector.

Language:Jupyter Notebook000