PKG-INFO

Metadata-Version: 1.1
Name: simpleai
Version: 0.5.3
Summary: An implementation of AI algorithms based on aima-python
Home-page: http://github.com/simpleai-team/simpleai
Author: Juan Pedro Fisanotti
Author-email: fisadev@gmail.com
License: LICENSE.txt
Description: Simple AI
        =========
        
        Project home: http://github.com/simpleai-team/simpleai
        
        This lib implements many of the artificial intelligence algorithms described on the book "Artificial Ingelligence, a Modern Approach", from Stuart Russel and Peter Norvig. We strongly recommend you to read the book, or at least the introductory chapters and the ones related to the components you want to use, because we won't explain the algorithms here.
        
        This implementation takes some of the ideas from the Norvig's implementation (the `aima-python <https://code.google.com/p/aima-python/>`_ lib), but it's made with a more "pythonic" approach, and more emphasis on creating a stable, modern, and mantenible version. We are testing the majority of the lib, it's available via pip install, has a standar repo and lib architecture, well documented, respects the python pep8 guidelines, provides only working code (no placeholders for future things), etc. Even the internal code is written with readability in mind, not only the external API.
        
        At this moment, the implementation includes:
        
        * Search
            * Traditional search algorithms (not informed and informed)
            * Local Search algorithms
            * Constraint Satisfaction Problems algorithms
        * Machine Learning
            * Statistical Classification 
        
        And we are working on an interactive execution viewer for search algorithms (display the search tree on each iteration).
        
        
        Installation
        ============
        
        Just get it:
        
        .. code-block:: none
        
            pip install simpleai
        
        
        Examples
        ========
        
        Simple AI allows you to define problems and look for the solution with
        different strategies. Another samples are in the ``samples`` directory, but
        here is an easy one.
        
        This problem tries to create the string "HELLO WORLD" using the A* algorithm:
        
        .. code-block:: python
        
        
            from simpleai.search import SearchProblem, astar
        
            GOAL = 'HELLO WORLD'
        
            class HelloProblem(SearchProblem):
                def actions(self, state):
                    if len(state) < len(GOAL):
                        return [c for c in ' ABCDEFGHIJKLMNOPQRSTUVWXYZ']
                    else:
                        return []
        
                def result(self, state, action):
                    return state + action
        
                def is_goal(self, state):
                    return state == GOAL
        
                def heuristic(self, state):
                    # how far are we from the goal?
                    wrong = sum([1 if state[i] != GOAL[i] else 0
                                for i in range(len(state))])
                    missing = len(GOAL) - len(state)
                    return wrong + missing
        
        
            problem = HelloProblem(initial_state='')
            result = astar(problem)
        
            print result.state
            print result.path()
        
        
        More detailed documentation
        ===========================
        
        You can read the docs online `here <http://simpleai.readthedocs.org/en/latest/>`_. Or for offline access, you can clone the project code repository and read them from the ``docs`` folder.
        
            
        Authors
        =======
        
        * Juan Pedro Fisanotti <fisadev@gmail.com>
        * Rafael Carrascosa <rcarrascosa@machinalis.com>
        * Santiago Romero <sromero@machinalis.com>
        * Gonzalo García Berrotarán <ggarcia@machinalis.com>
        
        Special acknowledgements to `Machinalis <http://www.machinalis.com/>`_ for the
        time provided to work on this project.
        
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: MIT License
Classifier: Natural Language :: English
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence