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Elephant

Elephant (Electrophysiology Analysis Toolkit) is an open-source, community centered library for the analysis of electrophysiological data in the Python programming language.

data-analysis
electrophysiology
neurophysiology
+ 2

Python
C++
Cuda
+ 1

calibr8

calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.

Calibration
Data analysis
Earth & Environment
+ 4

Jupyter Notebook
Python

SpatialData framework

SpatialData is an open and interoperable data framework for ingesting, representing, processing and visualizing spatial omics datasets.

Data Visualization
FAIR Data
Multi omics
+ 3

Python
Dockerfile

SUMO

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

Aeronautics, Space and Transport
Modelling
open source
+ 2

Python
C++
C
+ 13

venco.py

A tool to derive battery electric vehicle energy demands from given trip data. venco.py provides normalized, aggregated electric vehicle fleet demand profiles for two cases: Uncontrolled charging and a technical (mobility-constrained) potential for controlled charging including vehicle-to-grid.

electricity
electric vehicles
Flexibility
+ 2

Python

Julearn

Julearn aims to provide an easy-to-use but flexible interface to build predictive models with cross-validation (CV) consistent performance estimates. It poses as a solution accessible to domain experts without extensive ML training, enabling them to quickly fit and evaluate ML algorithms.

Machine learning
Neuroimaging
python

Python

ESM-Tools

ESM-Tools is a toolbox to assist you in running climate and Earth System Model simulations.

Earth & Environment
Earth System Modelling
FAIR Software
+ 11

Python
Shell
Fortran
+ 4

VelocityConversion

A command line utility to convert seismic P- and S-wave velocities in the lithospheric mantle to temperature and density, based on Goes et al. (2000).

Earth & Environment
lithosphere
seismic data

Python
VBA

Mallob

Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving

automated reasoning
High performance computing
job scheduling
+ 2

C++
Shell
Python
+ 5

SaQC

A consistent, extensible, easy-to-use tool/framework for reproducible quality control of time series data.

Data analysis
Earth & Environment
Quality control
+ 1

Python

Propulate

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

Aeronautics, Space and Transport
Earth & Environment
Energy
+ 9

Python

DL4PuDe

DL4PuDe is an AI-based framework that automatically detects pushing behavior in crowd videos, leading to a better understanding of pushing dynamics. This knowledge is crucial for better crowd management strategies and better design of public places, making public places more comfortable and safer.

Artificial Intelligence
Crowd Management
Deep Learning
+ 3

Jupyter Notebook
Python
Cuda
+ 2