Metadata-Version: 2.1
Name: autooptimizer
Version: 0.7.5
Summary: AutoOptimizer is a python package for optimize ML algorithms.
Home-page: https://github.com/mrb987/autooptimizer
Author: MohammadReza Barghi
Author-email: info@genesiscube.ir
License: MIT
Description: AutoOptimizer provides tools to automatically optimize machine learning model for a dataset with very little user intervention.
        
        It refers to techniques that allow semi-sophisticated machine learning practitioners and non-experts 
        to discover a good predictive model pipeline for their machine learning algorithm task quickly,
        with very little intervention other than providing a dataset.
        
        
        #Prerequisites:
        
        jupyterlab or: {sklearn, matplotlib, numpy}	
        
        
        #Usage:
        
        
        >Optimize scikit learn supervised, unsupervised and ensemble learning models using python.
        
        
        {DBSCAN, KMeans, MeanShift,  LogisticRegression, LinearRegression, KNeighborsClassifier, KNeighborsRegressor,
        RandomForestClassifier, GradientBoostingClassifier, AdaBoostClassifier, SupportVectorClassifier, DecisionTree}
        
        
        >Metrics for Your Regression Model
        
        
        >Clear data by removing outliers
        
        >>for more information visit: http://genesiscube.ir/index-6.html
        
        
        
        #Contact and Contributing:
        Please share your good ideas with us.
        Simply letting us know how we can improve the programm to serve you better.
        Thanks for contributing with the program.
        
        >>https://github.com/mrb987/autooptimizer
        >>info@Genesiscube.ir
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Intended Audience :: Developers
Classifier: Operating System :: OS Independent
Requires-Python: >=3
Description-Content-Type: text/markdown
