Giter VIP home page Giter VIP logo

mimicry's Introduction

mimicry's People

Contributors

gitter-badger avatar harvcode avatar jlmcgehee21 avatar mjs2600 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar

mimicry's Issues

Include iterations within the fit() function

I realize that you may not be maintaining this algorithm anymore, but as it is a (if not, the) main alternative to ABAGAIL for ML students, it would be beneficial to take on this capability. Thanks in advance! :)
Changes needed:

  1. Add interations to the init function:
    def init(self, domain, fitness_function, samples=1000, iterations=100,
    percentile=0.90, typeDomain=None):

  2. Save this and make it available within the function:
    self.m = iterations

  3. Adjust the fit() function to iterate:
    def fit(self):
    """
    Run this to perform m iterations of the Mimic algorithm
    :return: A list containing the top percentile of data points
    """
    for i in range(self.m):
    samples = self.sample_set.get_percentile(self.percentile)
    self.distribution = Distribution(samples)
    self.sample_set = SampleSet(
    self.distribution.generate_samples(self.samples),
    self.fitness_function)
    return self.sample_set.get_percentile(self.percentile)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.