Metadata-Version: 2.1
Name: vandal
Version: 3.4.5
Summary: Data science, Data manipulation and Machine learning library.
Home-page: http://github.com/dkundih/vandal
Author: David Kundih
Author-email: kundihdavid@gmail.com
Maintainer: David Kundih
Maintainer-email: kundihdavid@gmail.com
License: Apache Software License
Download-URL: https://github.com/dkundih/vandal/archive/refs/tags/v3.4.5.tar.gz
Project-URL: Documentation, https://github.com/dkundih/vandal/blob/main/README.md
Project-URL: Source Code, https://github.com/dkundih/vandal/tree/main/vandal
Description: ![vandal-header](https://raw.githubusercontent.com/dkundih/vandal/master/.logistics/vandal.jpg)
        
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        vandal
        =====
        
        Data science, Data manipulation and Machine learning library.
        Use permitted according to the terms of use and conditions set by the attached license.
        
        **Example of use**
        
        Visit my Data Library at https://github.com/dkundih/DataLibrary in order to see the demonstration of use in practical examples.
        
        **Installation**
        
        ```sh
        # using pip.
        pip install vandal
        ```
        
        
        <h3>Terminal CLI application</h3>
        
        vandal provides an option of being run within any terminal as a data science/machine learning application. 
        
        
        **Terminal options**
        
        ```sh
        # terminal app options help.
        python -m vandal -h / python -m vandal --help
        ```
        
        ```sh
        # terminal app entry choices.
        python -m vandal -e / python -m vandal --entry
        ```
        
        ```sh
        # terminal app entry example.
        python -m vandal -e montecarlo / python -m vandal --entry montecarlo
        ```
        
        **Example use**
        
        TERMINAL USE #1
        ![vandal-terminal1](https://raw.githubusercontent.com/dkundih/vandal/master/.logistics/vandalCLI1.jpg)
        TERMINAL USE #2
        ![vandal-terminal2](https://raw.githubusercontent.com/dkundih/vandal/master/.logistics/vandalCLI2.jpg)
        EXAMPLE GRAPH
        ![vandal-terminal3](https://raw.githubusercontent.com/dkundih/vandal/master/.logistics/vandalCLI3.jpeg)
        EXAMPLE OUTPUT
        ![vandal-terminal4](https://raw.githubusercontent.com/dkundih/vandal/master/.logistics/vandalCLI4.jpg)
        
        
        <h3>Python library</h3>
        
        vandal functions as a library that can be run in python/jupyter environment and also integrated in other libraries and projects.
        
        **Import**
        
        ```sh
        # import the library.
        import vandal
        ```
        
        **Help**
        
        ```sh
        # library help.
        print(help(vandal))
        ```
        
        ```sh
        # module/object help.
        print(help(vandal.MonteCarlo))
        ```
        
        **Meta data**
        
        ```sh
        # meta data (individual).
        print(vandal.__version__)
        ```
        
        ```sh
        # all meta data.
        print(help(vandal.misc._meta))
        ```
        
        **Library location**
        
        ```sh
        # file location after installation.
        print(help(vandal.__file__))
        ```
        
        **For whom is vandal made for?**
        
        vandal is a Python library for Data science and Machine learning, designed to aid researchers and engineers to meet their goals with small effort.
        
        **Why vandal?**
        
        As a vandal gives abandoned walls meaning with graffiti, so does vandal library to the data.
        
        **Is vandal free to use?**
        
        vandal is completely free of charge for both personal and commercial use, but only under the conditions stated in the license. Developing such a complex library isn't easy and takes a lot of time and knowledge in several fields of science such as statistics, programming and domain knowledge, so any donation at https://patreon.com/dkundih or https://www.buymeacoffee.com/dkundih in order to keep vandal free is more than welcome.
        
        **A word from the author!**
        
        The library itself, it's maintenance, updates and stability, logo, videos, promotional materials and everything associated with duality are done by **David Kundih** from **Croatia**.
        
        <h1 align='center'> Hi! :wave:</h1>
         
        <img src='https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/BLUERED_GHiLI.jpg'/>
        
        <p align='center'>
        My name is <b>David Kundih</b> and I am a Master's student of <b>Logistics systems management</b> at the <b>University North</b>, currently specializing in <b>Digital Transformation of Logistics using Python.</b>
        </p>
         
        <h4 align='center'>My latest projects:</h4>
        <p align='center'>
        <a href="https://github.com/dkundih/vandal">vandal</p>  
        <p align='center'>
        <a href="https://github.com/dkundih/duality">duality</p>  
        <p align='center'>
        <a href="https://github.com/dkundih/unin">unin</a></p>
        </p>
        
        <h3 align='center'><i>People shine the brightest when they seek to understand what kind of love sustains them.</i></h3>
        
        <p align='center'>
        <a href="https://www.instagram.com/dkundih/"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/instagram.jpg"></a>
        <a href="https://www.facebook.com/dkundih/"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/fb.jpg"></a>
        <a href="https://www.linkedin.com/in/dkundih/"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/linkedin.png"></a>
        <a href="https://www.pypi.org/user/dkundih/"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/pypi.jpg"></a>
        <a href="https://www.buymeacoffee.com/dkundih"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/buymeacoffee.jpg"></a>
        <a href="https://www.patreon.com/dkundih"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/patreon.jpg"></a>
        <a href="https://www.behance.net/dkundih"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/behance.jpg"></a>
        <a href="https://www.researchgate.net/profile/David-Kundih"><img height="25" src="https://raw.githubusercontent.com/dkundih/dkundih/main/.logistics/rg.jpg"></a>
        
        
        CHANGELOG 
        ==========
        
        **as alunari**
        
        0.0.1 (16/08/2021)
        - initial release.
        
        0.0.2 (16/08/2021)
        - reupload for functionality.
        
        0.0.3 (16/08/2021)
        - README update.
        - LICENSE update.
        - stability downgrade to 4 - Beta in order to provide more testing and feedback.
        
        0.0.4 (17/08/2021)
        - minor README update.
        - functionality confirmed in testing environment (Visual Studio Code, PyCharm, JupyterLab, Google Colab).
        
        0.0.5 (23/08/2021)
        - minor README update with Documentation link changed.
        
        1.0.0 (28/08/2021)
        - first stable release.
        - major functionality changes.
        - reworked 2 functions (.stats is now .get_stats, .risk is now .get_risk).
        - added 1 new function (.get_change).
        - .documentation updated.
        - .montecarlo.functions updated.
        - developement status is now 5 - Production/Stable.
        
        1.0.1 (28/08/2021)
        - small repository update.
        
        1.0.2 (28/08/2021)
        - LICENSE website change.
        - updated information in the functions.
        
        1.1.0 (30/08/2021)
        - README update.
        - alunariTools class created to distinguish logistics tools and functions from original montecarlo class.
        - created a counter of iterations to track live progress.
        
        1.1.1 (31/08/2021)
        - now requires alunariTools in order to provide less confusing code, done outside of the original function.
        
        1.1.2 (09/09/2021)
        - confirmed functionality in Sublime Text.
        - added __name__ == '__main__' info.
        - minor README update.
        
        1.1.3 (10/09/2021)
        - redefined documentation.
        
        1.1.4 (13/09/2021)
        - improved user experience and stability.
        
        1.1.5 (13/09/2021)
        - typo corrections.
        
        1.1.6 (19/09/2021)
        - adjustments to montecarlo.execute() following the dependency changes of alunariTools package.
        - stability and functionality confirmed in repl.it environment.
        
        1.1.7 (19/09/2021)
        - dependencies bug fix.
        
        1.1.8 (19/09/2021)
        - upload bug fix.
        
        1.1.9+ (22/09/2021)
        - merge test.
        
        1.2.0 (22/09/2021)
        - alunari and alunariTools are now merged into alunari. Former alunariTools functions are now called with alunari.essence.
        
        1.2.1+ (24/09/2021)
        - EOQ setup test.
        - montecarlo class is now Configuration.
        
        1.3.1 (25/09/2021)
        - major rework and functionality update.
        - code structure redifined.
        
        1.3.2 (26/09/2021)
        - code structure redifined.
        
        1.3.3 (26/09/2021)
        - cleaner and better defined code.
        - partial imports from the library instead of whole modules applied.
        
        1.3.4 (26/09/2021)
        - minor bug fix.
        
        1.3.5 (27/09/2021)
        - alunari.montecarlo.Configuration().get_risk() now works independently with it's unique simulation counter that is set to 5000 by default.
        - alunari.montecarlo.Configuration.help() updated to match the changes made to the function.
        
        1.3.6 (27/09/2021)
        - dependencies updated to meet repl.it requirements.
        
        1.3.7 (29/09/2021)
        - Configuration function now prints the confirmation of the simulation set up.
        
        1.3.7+ (11/10/2021)
        - redefined hist() function test.
        
        **as vandal**
        
        0.0.1 (03/10/2021)
        - initial release.
        
        0.0.2 (03/10/2021)
        - vandal replaces the functionality of the currently discarded alunari python package.
        
        1.1.0 (11/10/2021)
        - redefined code of .hist() function.
        - added event log that tracks the execution time and duration of functions.
        
        1.1.1 (11/10/2021)
        - log tracking now applies on all relevant class functions.
        
        2.0.0 (11/10/2021)
        - vandal transcedents alunari versions by becoming v2+
        
        2.0.1 (12/10/2021)
        - minor tweaks to CHANGELOG and README
        - .help() now properly shows requirements of .get_logs() function.
        
        2.0.2+ (12/10/2021)
        - photo added to the header.
        
        2.0.3 (12/10/2021)
        - confirmed stabile version after test.
        
        2.1.0 (12/10/2021)
        - republished.
        
        2.1.1 (13/10/2021)
        - replaced alunari with vandal where it was initially missed out.
        - now propely applies highly fragmented dataframe warning removal for simulations over 102.
        
        2.1.2 (13/10/2021)
        - stability update.
        
        2.1.3 (22/10/2021)
        - EOQ implementation.
        - vandal.essence renamed to vandal.hub.
        - this is an unstable version that has yet to be tested.
        
        2.2.0 (22/10/2021)
        - confirmed stability.
        
        2.2.1 (22/10/2021)
        - README and flexibility update.
        
        2.2.2 (28/10/2021)
        - now properly shows CHANGELOG of discarded alunari package.
        
        **as duality**
        
        3.0.0 (03/11/2021)
        - initial release
        - now properly shows CHANGELOG of vandal package history.
        
        3.0.1 (04/11/2021)
        - code tweaks.
        
        3.1.1 (06/11/2021)
        - MonteCarlo and EOQ now automatically perform .execute() function.
        - MonteCarlo.hist() now executes get_stats() alongside to get info about standard deviation.
        - MonteCarlo and EOQ are now being imported as objects.
        - global_functions removed and merged into meta folder.
        
        3.1.1+ (06/11/2021)
        - functionality tests.
        
        3.1.2 (06/11/2021)
        - complete redesign pushed to public.
        
        3.1.3 (06/11/2021)
        - initial import now imports hub module as well as associated contents in order to enable print(help(duality.hub)) function.
        
        3.1.4 (07/11/2021)
        - updated README.
        
        3.1.5 (08/11/2021)
        - untracked changes.
        
        3.1.6 (12/11/2021) - not usable.
        - code cleanup in hub and montecarlo modules.
        
        3.1.7 (12/11/2021)
        - quick bug fix.
        
        3.1.8 (12/11/2021)
        - sync with recent GitHub changes.
        
        3.1.9 (13/11/2021)
        - README style update.
        
        3.2.0 (13/11/2021)
        - return_data = True added into MonteCarlo object for decision of the time of execution manually.
        
        3.2.1 (14/11/2021)
        - setup.py redefined with metadata.
        
        3.2.2 (17/11/2021)
        - regular maintainance.
        
        3.3.0 (19/11/2021) - UNSTABLE
        - package now becomes a library.
        - DEVELOPER MODE introduced.
        - disables @classlog functions outside of DEVELOPER MODE.
        - code readability improved.
        - duality.hub.hub is now duality.hub.toolkit.
        - eoq and montecarlo folders merged into objects folder.
        - added support for import __all__ contents of a module.
        
        3.3.2 (19/11/2021) - UNSTABLE
        - republish and 3.3.1 ghost overwrite.
        
        3.3.3 (20/11/2021) - UNSTABLE
        - initial bug fix deployed.
        
        3.3.4 (20/11/2021) - UNSTABLE
        - additional bug fixes deployed.
        
        3.3.5 (20/11/2021) - UNSTABLE
        - additional bug fixes deployed.
        - code readability improved.
        
        3.3.6 (20/11/2021)
        - confirmed functionality and stability.
        
        3.3.7 (20/11/2021)
        - code reconstruction.
        
        3.4.0 (22/11/2021)
        - NEW FEATURE: duality.Dijkstra algorithm.
        
        3.4.1 (22/11/2021)
        - minor code cleanup.
        
        3.4.2 (22/11/2021)
        - functionality confirmed.
        
        3.4.3 (22/11/2021)
        - upstream/downstream fix.
        
        3.4.4 (01/12/2021)
        - CLI environment setup.
        
        3.5.0 (01/12/2021)
        - CLI environment tests.
        - demonstration repository now merged into duality.
        - MonteCarlo, Dijsktra and EOQ no longer define the data, data config shifted to .execute() function of every object.
        - CLI can now be executed in teminal using 'duality.__main__' for IDE or 'python __main__.py' for CMD or Powershell after locating with cd.
        - stability of 3.5. series will not be guaranteed, it is a transitional phase for future integrations into applications and web applications.
        
        3.5.1 (01/12/2021)
        - CLI environment tests.
        - code readablity improved.
        
        3.5.2 (01/12/2021)
        - CLI environment tests.
        - dualityCLI integration into the source.
        - CLI contents added into __all__ and __init__ files.
        
        3.5.3 (01/12/2021) - UNSTABLE
        - first functional CLI for MonteCarlo imlpemented.
        - added saving to .csv, .xlsx and .json for out-of-terminal functions.
        
        3.5.4 (01/12/2021) - UNSTABLE
        - active tests.
        
        3.5.5 (01/12/2021) - UNSTABLE
        - bug fixes.
        
        3.5.6 (01/12/2021)
        - functionality resolved using pypyxl.
        - duality.dualityCLI and python __main__.py now officially work.
        
        3.5.7 (01/12/2021)
        - added block = False to plt.show() in order to unlock further actions after a graph in dualityCLI.
        
        3.5.8 (01/12/2021) - UNSTABLE
        - cli code redefined and made user friendly.
        - dualityCLI is now CLI.
        
        3.5.9 (01/12/2021) - UNSTABLE
        - now contains the executable CLI file with .exe extension within CLIexe folder.
        - dualityCLI.exe v1.0 functionality equalized with 3.5.9 version of python __main__.py and duality.CLI()
        
        3.5.10 (01/12/2021) - UNSTABLE
        - dualityCLI.exe release postponed, use python __main__.py or duality.CLI() to execute.
        
        3.5.11 (01/12/2021)
        - dualityCLI.exe files removed from the package.
        - CLIexeversion is now CLIversion.
        
        3.5.12+ (02-03/12/2021)
        - CLI v1.1 version replaces the CLI v1.0
        - added menu and help actions to Dijkstra and EOQ until they become implemented.
        - bugfix of MonteCarlo simulations being period and vice versa.
        
        3.6.1 (03/12/2021) - STABLE
        - CLI v1.21 version added.
        - CLI stable after initial tests.
        
        3.6.2 (04/12/2021) - STABLE
        - CLI v1.22 version added.
        - colored CLI functions.
        - colorama added to dependencies.
        - added clear screen after exiting clients.
        
        3.6.4 (04/12/2021)
        - skips ghost 3.6.3 version.
        - CLI v1.23 version added.
        - quick bugfix of executing greet() after cls in CLI.
        
        **as vandal**
        
        3.0.0 (27/12/2021)
        - duality package merged back into vandal.
        - perform_block added into graph() so it fits any IDE requirements in an agile way.
        - requirements added to requirements.txt
        
        3.0.1 (28/12/2021)
        - code cleanup from previous versions.
        - setup for introduction of duality decorators into DEVELOPER MODE.
        
        3.0.2 (28/12/2021) - DEVELOPER MODE TEST (IGNORE THIS VERSION!)
        - duality decorators set to test in public environment
        
        3.1.0 (28/12/2021)
        - confirmed functionality of the DEVELOPER MODE, reverted to basic user mode.
        
        3.1.1 (30/12/2021)
        - create_password() added to toolkit.
        
        3.1.2, 3.1.3 (04/01/2022)
        - return of cli module put to test as vandal.App.
        
        3.2.0 (04/01/2022)
        - confirmed vandal.App functionality.
        - followup changes of duality decorators added to EOQ and Dijkstra.
        
        3.2.1 (04/01/2022)
        - vandal.cli renamed to vandal.app.
        - CLIsets renamed to MC_testassets.
        
        3.2.2 (07/01/2022)
        - now imports duality particles for building a CLI. 
        
        3.2.3 (08/01/2022)
        - recent duality changes fetched.
        
        3.2.4 (25/01/2022)
        - regular maintenance activities.
        - create_password typo fixed.
        - create_password now included in toolkit help option.
        
        3.2.5 (25/01/2022)
        - duality requirement 4.1.10 -> 4.1.11
        - DEVELOPER MODE removed due to changes to duality package being only for static functions.
        
        3.2.6 (25/01/2022)
        - duality and colorama removed due to incoming argparse changes.
        
        3.3.0 (26/01/2022)
        - switch from App to argparse CLI put to test.
        - App now marked as deprecated and will be set for removal after test confirmation.
        - introduced save_to and file_handler features within toolkit.
        
        3.3.1+ (26/01/2022)
        - new test iterations.
        
        3.4.0 (27/01/2022)
        - new argparse application that leads to the Monte Carlo app put to test.
        - old vandal.App moved to .deprecated.
        
        3.4.1 (28/01/2022)
        - confirmed functionality of Monte Carlo app.
        - added an option to input values manually without having to provide a file.
        - preparation for introduction of EOQ and Dijkstra modules for argparse integration.
        
        3.4.2 (28/01/2022)
        - fixed save_to bug, now properly saves change and values.
        
        3.4.3 (28/01/2022)
        - indent fix.
        - fixed destination shown using save_to.
        
        3.4.4 (28/01/2022) 
        - quick bug fix related to change save to file option.
        
        3.4.5 (28/01/2022) - STABLE
        - floats allowed in manual input of values instead od integers only.
        - fixed .csv file save location.
        - redefined README.
        - now supports both 'x,y' and 'x.y' format of decimal numbers in manual input.
Keywords: data science,machine learning,data manipulation,artificial intelligence,AI,unin,duality,duality-py,duality.py,vandal,vandal-py,vandal.py
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Customer Service
Classifier: Intended Audience :: Financial and Insurance Industry
Classifier: Operating System :: Microsoft :: Windows :: Windows 7
Classifier: Operating System :: Microsoft :: Windows :: Windows 8
Classifier: Operating System :: Microsoft :: Windows :: Windows 8.1
Classifier: Operating System :: Microsoft :: Windows :: Windows 10
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Topic :: Database
Classifier: Topic :: Education
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Visualization
Classifier: Topic :: Office/Business :: Financial :: Investment
Classifier: Topic :: Office/Business :: Financial :: Accounting
Classifier: Topic :: Office/Business :: Financial :: Point-Of-Sale
Classifier: Topic :: Office/Business :: Financial :: Spreadsheet
Description-Content-Type: text/markdown
