What is the Flek Machine?
At the core of GoFlek’s software suite lies the Flek Machine, a unique probability engine that stands as the first-ever built Probability Machine. This unique proprietary technology is not merely an incremental improvement to modern machine learning but a transformative innovation for the future.
Model
Auto-discover
Explore
Predict
Recommend
The Flek Machine integrates 3 key components: the Flek Engine, Server, and Python Toolkit. Together, they form a unified framework that allows businesses to auto-build probabilistic models on the fly, and conduct both exploratory and predictive analytics, all within one cohesive technology.
Flek Engine
The FlekML is the core machine learning engine with a core Probability Machine inside. It builds models by learning Nuggets from the semi-structured data. It then stores these models into memory, files or a database. FlekML also serves user the stored Nuggets when they query and mine, or when they search for probabilistic patterns.
Python Toolkit
The Python Toolkit and library for AI analytics includes a suite of components that enable users to: query, mine, auto-discover, explore, make predictions or run recommendations. It also includes APIs to help prepare data, visualize and interact with the stored models as well as components to validate and trace the results of a prediction task.
Flek Server
The Flek Server runs the core engine in multiple modes: standalone, local or remote (cloud), which makes it easy to test locally or deploy on a larger scale on the cloud. To safeguard its data, all communication is conducted over HTTPS with built-in security safeguards.