CHARISMA Results

Explore CHARISMA’s Raman Tools, an innovative suite of open-access software and resources designed to enhance the processing and analysis of Raman spectra. From the Python-based ramanchada2 package to user-friendly Orange workflows via Oranchada, these tools offer state-of-the-art algorithms for energy calibrations, spectra generation, and seamless integration with existing data mining platforms.

Discover additional resources such as All Things Raman, Altaxo, and CHARISMA's fact sheets on Raman spectroscopy in industrial processes.

You can scroll down to download all the public deliverables produced as a result of the project.

CHARISMA Raman Tools

ramanchada2

GitHub - h2020charisma/ramanchada2: Harmonising Raman spectroscopy, an open-source, MIT-licensed, Python package that collects existing and novel state-of-the-art algorithms allowing the users to process Raman spectra, perform energy and efficiency calibrations and generate synthetic spectra based on user specification and/or data from DFT simulations.

Oranchada

GitHub - h2020charisma/oranchada: Orange workflow add-on for processing Raman spectra, a user-friendly wrapper of all ramanchada2 functionality. It is available as an add-on for the popular data mining software Orange. The main advantage of Orange is its intuitive and visually-driven approach, making it user-friendly and accessible to individuals, including those without extensive programming expertise. Harmonization protocols recommended by CHARISMA domain experts have been implemented as Orange workflows

The Spectroscopy Toolbox

This toolbox consists of SpectraStream and SpectraSearch. The user guide for the SpectraSearch can also be found here.

Other open-access Raman tools:
All Things Raman

All Things Raman - a collection of over 70 open-source packages and libraries related to Raman spectra processing

Altaxo

https://altaxo.github.io/Altaxo/ Altaxo is a plotting and data analysis program with a graphical user interface for fast and convenient data analysis. Altaxo was improved during the CHARISMA project.

CHARISMA Fact Sheets for Raman spectroscopy in industrial processes

Project Deliverables