Providing the Data Scientist Programmer a unified machine learning platform for probabilistic modeling, analytics and programming.
Advanced Data Science
The Flek Machine is a machine learning platform for probabilistic modeling, analytics and programming. It comprises of 3 main components:
Integrated together, they allow enterprises to develop advanced ML-driven applications and probabilistic programs in Python. They also provide a unified framework for exploratory and predictive analytics based on probabilitic reasoning.
By running a Probability Machine at its core, Flek makes it possible to build dynamic decision systems that are driven by a robust engine instead of the fixed mathematical models used today. Additionally, Flek's core engine makes it easy to work with probability algorithmically, which is a new probabilistic programming technique that treats probabilities as first class objects that can be interpreted, stored, fetched, mined and used in classification or complex computations.