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Description

Nimbus serves as a specialized workspace for brain-computer interface (BCI) research, focused on the design, execution, and assessment of electroencephalography (EEG) workflows. It allows researchers and neuroengineering teams to visually construct processing sequences, utilize public datasets, or upload their own data, as well as compare various model configurations and export the entire pipeline as Python code. The platform features components for preprocessing and machine learning, along with simulation, playback, model assessment, and compatibility with live EEG devices. With Nimbus Studio, users have access to a web-based visual builder and desktop applications for both macOS and Windows, facilitating local or offline workflows. Additionally, its API permits the execution of pipelines from external systems, and the Nimbus MCP links compatible AI coding clients to tools for dataset searching, pipeline development, and experimentation. A free tier is available for initial prototyping, while paid subscriptions offer advantages such as increased run capacities, private data handling, GPU computing, and live hardware functionalities. As a continuously evolving platform, Nimbus aims to enhance research efficiency and accessibility in the field of BCI.

Description

Ruffus is a Python library designed for creating computation pipelines, known for being open-source, robust, and user-friendly, making it particularly popular in scientific and bioinformatics fields. This tool streamlines the automation of scientific and analytical tasks with minimal hassle and effort, accommodating both simple and extremely complex pipelines that might confuse traditional tools like make or scons. It embraces a straightforward approach without relying on "clever magic" or pre-processing, focusing instead on a lightweight syntax that aims to excel in its specific function. Under the permissive MIT free software license, Ruffus can be freely utilized and incorporated, even in proprietary applications. For optimal performance, it is advisable to execute your pipeline in a separate “working” directory, distinct from your original data. Ruffus serves as a versatile Python module for constructing computational workflows and requires a Python version of 2.6 or newer, or 3.0 and above, ensuring compatibility across various environments. Moreover, its simplicity and effectiveness make it a valuable tool for researchers looking to enhance their data processing capabilities.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

Python Yes 
Claude Code Yes 
Claude Desktop Yes 
Codex CLI Yes 
Cursor Yes 
Julia Yes 
MATLAB Yes 
Model Context Protocol (MCP) Yes 

Integrations

Python Yes 
Claude Code No 
Claude Desktop No 
Codex CLI No 
Cursor No 
Julia No 
MATLAB No 
Model Context Protocol (MCP) No 

Pricing Details

$29/month
Nimbus Studio offers a free tier with 20 pipeline runs per month on public datasets, CPU compute, simulation and playback, Python export, and the AI assistant. Pro is $29 USD per month and adds unlimited runs, custom data uploads, cloud GPU compute, and live EEG deployment. Enterprise pricing is custom. Academic researchers may be eligible for extended free access.
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux No 
Chromebook No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Nimbus BCI

Founded

2025

Country

United States

Website

nimbusbci.com

Vendor Details

Company Name

ruffus

Website

www.ruffus.org.uk

Product Features

Data Analysis

Data Discovery No 
Data Visualization No 
High Volume Processing No 
Predictive Analytics No 
Regression Analysis No 
Sentiment Analysis No 
Statistical Modeling No 
Text Analytics No 

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

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