Texera is an open-source system to support collaborative data science, AI, and ML using GUI-based workflows. Our vision is to develop a system to support cloud platforms on which users can easily analyze data and use AI/ML techniques provided as operators. Users with various backgrounds, irrespective of whether they know coding or not, can collaborate on the same project to construct a pipeline. Experienced users can use programming languages such as Python, R, Java, and Scala to implement customized computation logic. The platform allows users to pause the execution of a workflow to investigate the operator states, and resume the execution at a later time. The platform can be used by a research community to publish valuable resources such as data sets, workflows, and ML models to share their domain-specific knowledge and support reproducibility of scientific research. The platform also allows users to elastically request computing resources from public clouds for computationally-intensive tasks.
Resources: texera
Started: 2025-04-12; Last Status Update: 2025-04-16
Reporting: February, May, August, November
Committers: 3
All Committers are PPMC members
Mentors: Cezar Andrei (cezar), Gordon King (garyw), PJ Fanning (fanningpj)
2025-04-12 Project enters incubation.
2025-04-12 Mailing lists were requested through self-service portal.
2025-04-16 Mailing lists were created.
Developer mailing list: http://mail-archives.apache.org/mod_mbox/texera-dev
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