Metadata-Version: 2.4
Name: simpliml
Version: 1.3.0
Summary: Machine Learning, Artificial Intelligence, Mathematics
Home-page: https://github.com/rajaddr/simpliml
Author: Dharmaraj D
Author-email: rajaddr@gmail.com
Project-URL: Issue Tracker, https://github.com/rajaddr/simpliml/issues
Project-URL: Changelog, https://github.com/rajaddr/simpliml/blob/master/CHANGELOG.md
Project-URL: Documentation, https://simpliml.readthedocs.io/
Project-URL: Repository, https://github.com/rajaddr/simpliml
Keywords: Supervised Learning,Neural Networks,Reinforcement Learning,Gradient Descent,TensorFlow,Probability Distributions,PCA,Convex Optimization,Transformers,Bayesian Inference,Markov Chains,GANs,SVD,Entropy,Attention Mechanism
Classifier: Development Status :: 1 - Planning
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.9,<3.13
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: scipy
Requires-Dist: scikit-learn
Requires-Dist: statsmodels
Requires-Dist: altair
Requires-Dist: matplotlib
Requires-Dist: seaborn
Requires-Dist: torch
Dynamic: author
Dynamic: author-email
Dynamic: classifier
Dynamic: description
Dynamic: description-content-type
Dynamic: home-page
Dynamic: keywords
Dynamic: license-file
Dynamic: project-url
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<img src="https://i.ibb.co/KWCTBQP/NameSml.png"/>
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![Python](https://img.shields.io/pypi/pyversions/simpliml?style=flat&labelColor=007676&color=01C0C0&logoColor=01C0C0&logo=python)
[![Version](https://img.shields.io/static/v1?label=Version&labelColor=007676&message=1.3.0&color=01C0C0&style=flat)](https://pypi.org/project/simpliml/1.3.0/)
![PyPI - Version](https://img.shields.io/pypi/v/simpliml?style=flat&labelColor=007676&color=01C0C0&logoColor=01C0C0&logo=pypi)
![Package Status](https://img.shields.io/static/v1?label=Status&labelColor=007676&message=Planning&color=01C0C0&style=flat)
[![License](https://img.shields.io/static/v1?label=License&labelColor=007676&message=MIT&color=01C0C0&style=flat)](https://github.com/rajaddr/simpliml/blob/master/LICENSE)
![PyPI - Downloads](https://img.shields.io/pypi/dm/simpliml?style=flat&labelColor=007676&color=01C0C0&logoColor=01C0C0&logo=pypi)
[![Documentation Status](https://img.shields.io/readthedocs/simpliml?style=flat&labelColor=007676&color=01C0C0&logoColor=01C0C0&logo=readthedocs)](https://simpliml.readthedocs.io/en/latest/?badge=latest)
![Test Coverage](https://img.shields.io/static/v1?label=TestCoverage&labelColor=007676&message=89%&color=01C0C0&style=flat&logoColor=01C0C0&logo=pytest)

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**SimpliML** is a versatile machine learning library designed to be a one-stop solution for the entire data lifecycle. Whether you're preparing raw data or deploying advanced predictive models, *SimpliML* simplifies every step of the machine learning process.  

## Key Features  

- **Data Cleansing and Cleaning**  
  Simplify the preprocessing of raw data to ensure accurate and reliable model performance.  

- **Data Analysis**  
  Explore and analyze data with powerful, easy-to-use tools to uncover actionable insights.  

- **Model Execution and Prediction**  
  Train, validate, and deploy machine learning models seamlessly for accurate and efficient predictions.  

- **Forecasting and Optimization**  
  Perform precise forecasting and optimize your decision-making processes with ease.  

## Why Choose SimpliML?  

***SimpliML*** is designed for data scientists, ML engineers, and enthusiasts who need a reliable, efficient, and easy-to-use toolkit for managing the entire machine learning workflow.  

Get started today and unlock the full potential of your data with **SimpliML**!

- **Time Series**
- **Many more comming soon**

## Documentation
The official documentation is hosted on [Click Here](https://simpliml.readthedocs.io/).

