Firefly Lab is an automatic machine learning model builder
which specializes in enterprise data.
We address a wide range of machine learning tasks!
For Experienced Data Scientists
Use advanced options to input preferences. Get new algorithms, preprocessing techniques and elaborate reports to explore model performance.
For Data Citizens
Deliver high-performing ML models like a pro. Focus on your business domain expertise.
The Firefly Difference
Automatically delivers a high-performing data preparation pipeline and saves you from the heavy lifting of tasks such as imputation, feature engineering, embedding and stacking.
Proprietary method of automatically and concurrently training many different algorithms with a broad set of hyper parameters.
1. Meta learning leverages knowledge gained from each and every model trained in the past.
2.Exploration ensures that the search does not overlook any important area in the hyper parameter space.
3.Exploitation allows for rapid and accurate convergence of the search results.
Provides the best coverage of the most accurate prediction by creating an ensemble comprised of complementary models.
Transforms the black box of automatic machine learning into a transparent one with proprietary visualization and detailed reports.
F3 Search in Action
It’s time to put your ML models to work!
Select the best methods for your needs:
Complex models? Small and simple models?
Your lab space or your high-volume, big data enterprise environment?
Firefly architecture is truly elastic — giving you the right scale and
computing capacity to deliver on your machine learning objectives.