Deduce is an artificial intelligence program which accepts natural language sentences as input. These sentences describe properties and relationships between objects, (for example, "Spot is a dog", "A liquid will evaporate", or "Water does not flow uphill"). The user can then ask questions against that input, to which Deduce will attempt to answer using deductive reasoning techniques.
The purpose of Mind AI is to build an artificial mind based on some advanced concepts: machine learning, representation and meta representation of concepts, concept reflection, reification (concept to meta concept), and denotation (meta concept to concept), and to explore some new concepts. Interaction with the AI is done via IRC.
FP-Growth-Tiny introduces a space optimization to the FP- Growth algorithm for mining frequent itemsets in a transaction database. The code contains libraries, CLI frontends and a few other tools suited for this task. Frequent itemset or frequency mining is the core of popular mining methods such as association rule mining and sequence mining.
Tspell is a library and applications for solving Turkish Natural Language Processing (NLP) related computational problems. Turkish, by nature, has a very different morphological and grammatical structure than Indo-European languages such as English. Since it is an agglutinative language like Finnish, even making a simple spell checker is very challenging. Some target problems are: a spell checker, a word analyzer that determines roots and suffixes, a word constructor based on suffixes, and much more.
Galapagos is a fairly detail artificial life project in which a number of creatures are simulated over time. The simulation follows a number of laws which are inspired by, although not replicating, the standard laws of nature. By implementing mutations and crossovers and the implicit natural selection in the simulation, the overall result is an evolution of the creatures in which new breeds of creatures fullfilling different ecological niches arise.