WfCommons: A Framework for Enabling Scientific Workflow Research and Development
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Updated
Jun 13, 2024 - Python
WfCommons: A Framework for Enabling Scientific Workflow Research and Development
The WfCommons JSON Schema for workflow instances and generators
pytask is a workflow management system that facilitates reproducible data analyses.
Rapid and flexible acquisition, analysis, fitting, and plotting in Python. Designed for scientific laboratories.
Dictionary H5 — package that enables the seamless manipulation of HDF5 files, treating them like traditional dictionaries.
WRENCH's Python API
Runtime data integration system that empowers any data processing system to capture and query workflow provenance using data observability.
Package containing several workflows to compute molecular properties for nanomaterials
A collection of tools designed for the automatic construction, and subsequent analysis, of chemical compounds.
Visual Programming Workflow environment for OpenAlea
This library tackles the construction and efficient execution of computational chemistry workflows
Python package for dictionary-based, multi-dimensional parameter space definition and iteration, which can be conveniently defined using YAML — NOTE: This repo is MIRRORED! The development project and issue tracker can be found here:
Smart journal for ML experiments.
A reusable Django app to manage analyses.
A light-weight wrapper library around Spotify's Luigi workflow library to make writing scientific workflows more fluent, flexible and modular
Utility scripts and odd bits to facilitate with tasks related to Core Informatics LIMS system
Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.
Limatix datacollect and processtrak tools
The Workflow Analysis System takes the summary of the execution of a workflow and uses a random forest algorithm to analyse the workflow execution and suggest improvements to the workflow. The WAS handles both classification and regression when predicting labels.
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