An open-source software used for hypothesis generation and abductive reasoning, allowing users to build graphical models of phenomena and find the best explanations for observations.
Abduction is an open-source artificial intelligence software focused on abductive reasoning and hypothesis generation. It provides a framework for building graphical causal models of real-world phenomena and then using inference algorithms to find the best explanations for observations.
Some key features of Abduction include:
Abduction can be useful for domains like medical diagnosis, fault detection, legal reasoning, and any application requiring hypothesizing causes from observed effects. The open-source nature allows researchers to experiment with new abductive algorithms as well. Overall, Abduction provides a way to automate the hypothesis generation process.