ioModel Machine Learning Research Platform – Open Source

In the past, scientific researchers who strove to innovate have had to either learn the discipline of writing code or rely on computer or data scientists for complex model development and the integration of the models that were developed. The ioModel Research Platform challenges this traditional approach by putting the power of machine learning directly into the hands of subject matter experts, unlocking the potential for more rapid innovation at a significantly reduced cost with higher reliability. The ioModel Research Platform is developed entirely using open source technology and is itself available (without support or warranty) under the GPL License on GitHub. We invite the scientific community to collaborate with us on the roadmap, development, and governance of the Platform. We're committed to working openly and transparently to drive forward scientific research and innovation. The software as it exists today (approaching a 1.0 release), supports the ingestion of CSV files into data frames, statistical exploration of the data, transformation of the data, and the training and evaluation of predictor and classifier models – all without writing any code.