# ensmallen

> Python software package

**Wikidata**: [Q116924819](https://www.wikidata.org/wiki/Q116924819)  
**Source**: https://4ort.xyz/entity/ensmallen

## Summary
ensmallen is a Python software package distributed under the MIT License. It is classified as a copyrighted software component that relies on specific Python libraries, including Pandas, tqdm, and py-cpuinfo, to function.

## Key Facts
- **Entity Type:** Python package and software component.
- **License:** Distributed under the MIT License.
- **Programming Language:** Written in Python.
- **Distribution:** Available as a project on the Python Package Index (PyPI).
- **Copyright Status:** Classified as copyrighted.
- **Software Dependencies:** Requires tqdm, Pandas, and py-cpuinfo.
- **Related Ecosystem:** Functions within the Python ecosystem (Python was inceptioned in 1991).

## FAQs
### Q: What type of software is ensmallen?
A: ensmallen is a Python software package designed as a non-tangible executable component for computers. It is listed on the Python Package Index (PyPI).

### Q: What are the licensing terms for ensmallen?
A: The software is released under the MIT License. It maintains a copyrighted status while allowing for permissive use associated with this license type.

### Q: What dependencies are required to run ensmallen?
A: According to PyPI metadata, ensmallen depends on the Pandas data analysis library, the tqdm progress bar library, and py-cpuinfo for CPU information.

## Why It Matters
ensmallen represents a modular component within the Python software ecosystem. Its significance lies in its integration with foundational Python libraries such as Pandas, a widely used tool for data manipulation and analysis. By depending on tqdm, the package likely incorporates or supports progress monitoring capabilities, suggesting a role in data processing or long-running computational tasks. The use of the MIT License places it in a category of permissively licensed software, encouraging broad adoption and contribution within the open-source community. As a copyrighted software package available on PyPI, it follows standard distribution practices that ensure discoverability and ease of installation for developers.

## Notable For
- **Permissive Licensing:** Utilizes the MIT License, facilitating open-source usage and modification.
- **Ecosystem Integration:** Directly integrates with major Python libraries like Pandas.
- **PyPI Distribution:** Officially distributed via the Python Package Index, ensuring standard installation workflows.
- **System Awareness:** Dependencies include py-cpuinfo, indicating the software may adapt based on system hardware specifications.

## Body
### Classification and Definition
ensmallen is defined strictly as a Python package and a piece of software. It falls under the broad category of "software" as a non-tangible executable component. It is written in the Python programming language, which originated on February 20, 1991.

### Technical Dependencies
The operation of ensmallen is reliant on several external software libraries. These dependencies, verified via PyPI, include:
- **Pandas:** A software library written for the Python programming language for data manipulation and analysis.
- **tqdm:** A library used to create smart progress bars for Python.
- **py-cpuinfo:** A tool used to get CPU info with pure Python.

### Legal and Distribution
The package is available through the Python Package Index (PyPI) under the project name "ensmallen." Its legal status is defined as copyrighted, but it is released under the terms of the MIT License, a permissive free software license originating at the Massachusetts Institute of Technology.

## References

1. [Source](https://pypi.org/project/ensmallen)