Metadata-Version: 2.1
Name: lucifer-ml
Version: 0.0.9.post3
Summary: Automated ML by d4rk-lucif3r
Home-page: https://github.com/d4rk-lucif3r/LuciferML
Author: Arsh Anwar
Author-email: lucifer78908@gmail.com
License: MIT
Description: # LuciferML a Semi-Automated Machine Learning Library by d4rk-lucif3r

        

        ## About

        

        The LuciferML is a Semi-Automated Machine Learning Python Library that works with tabular data. It is designed to save time while doing data analysis. It will help you right from data preprocessing to Data Prediction.

        

        ### The LuciferML will help you with:

        

        1. Preprocessing Data:

            - Emcoding

            - Splitting

            - Scaling

            - Dimensionality Reduction

            - Resampling

        2. Trying many different machine learning models with hyperparameter tuning,

        

        ## Installation

            

            pip install lucifer-ml

        

        

        ## Available Modelling Techniques: 

        

        1) Classification 

            

            Available Predictors for Classification

            

                - lr - Logisitic Regression

                - svm - SupportVector Machine

                - knn - K-Nearest Neighbours

                - dt - Decision Trees

                - nb - GaussianNaive bayes

                - rfc- Random Forest Classifier

                - xgb- XGBoost Classifier

                - ann - Artificial Neural Network

        

            Example:

            

                from luciferml.supervised import classification as cls

                dataset = pd.read_csv('Social_Network_Ads.csv')

                X = dataset.iloc[:, :-1]

                y = dataset.iloc[:, -1]

                cls.Classification(predictor = 'lr').predict(X, y)

        

            More About [Classification](https://github.com/d4rk-lucif3r/LuciferML/blob/master/LuciferML/supervised/Classification_README.md)

        

            

        ## Note - As of v0.0.5 it LuciferML supports only Classification.

        ## More To be Added Soon

        
Keywords: luciferML,AutoML,Python
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Description-Content-Type: text/markdown
