Helmholtz AI Energy

HyDe

perun

Perun is a Python package that measures the energy consumption of you applications.

propulate

Propulate is an asynchronous evolutionary optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.

TBBRDet

Thermal Bridges on Building Rooftops Detection (TBBRDet)

beamer-template

Latex beamer slide template for Helmholtz AI

VOLTA

f3

Feed-Forward with delayed Feedback (F³) is a novel, biologically-inspired algorithm to train neural networks without backpropagation.

BaumBauen

AI-HERO-Energy

Baseline model and job submission templates for the use-case "Energy" of the AI-HERO hackathon 2022 on energy efficient AI

AI-HERO-Health

Baseline model and job submission templates for the use-case "Health" of the AI-HERO hackathon 2022 on energy efficient AI

beamer-template-2024

Beamer template for the 2024 Helmholtz AI style

ReCycle

AI-HERO-2-Energy

DLRT

propulate-eps

Experiments for propulate.

DDP-Basics

how to start using torch.DDP quickly

Hackasaurus-Rex

MLPerf

Snippets

Useful code snippets. Anything which we can copy paste from project to project

AB-Training

AI-HERO-2-Health

assas-data-hub

electric-generation-forecasting

Playground for AI/DL-based prediction of the German electricity mix.

entsoe-py

Python client for the ENTSO-E API (european network of transmission system operators for electricity)

helmholtz-ai-energy.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

HIDA-Hackathon

mlflow-db-walkthrough

Files from our blog's MLFlow DB walkthrough

OIALR

PETNet

Spiking Neural Networks for Particle Coincidence Detection

special-couscous

Distributed Random Forests in Python with MPI.