# Deepend
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<a href="https://github.com/Letsmoe/deepend">
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<p align="center">
Deepend is an advanced end-to-end machine learning framework. It offers many <a href="https://continuum-ai.de/doc/deepend/utilities">tools</a>, and <a href="https://continuum-ai.de/doc/deepend/libraries">libraries</a> with a <a href="https://continuum-ai.de/deepend/gui">platform</a> that helps novices gain experience fast and offers researchers and community members all around the globe to publish their work and show their talents.
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<a href="https://continuum-ai.de/doc/deepend/"><strong>Explore the docs »</strong></a>
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<a href="https://github.com/Letsmoe/deepend">View Demo</a>
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<a href="https://github.com/Letsmoe/deepend/issues">Report Bug</a>
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<a href="https://github.com/Letsmoe/deepend/issues">Request Feature</a>
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<!-- TABLE OF CONTENTS -->
<details>
<summary>Table of Contents</summary>
<ol>
<li>
<a href="#about-the-project">About The Project</a>
<ul>
<li><a href="#built-with">Built With</a></li>
</ul>
</li>
<li>
<a href="#getting-started">Getting Started</a>
<ul>
<li><a href="#prerequisites">Prerequisites</a></li>
<li><a href="#installation">Installation</a></li>
</ul>
</li>
<li><a href="#usage">Usage</a></li>
<li><a href="#roadmap">Roadmap</a></li>
<li><a href="#contributing">Contributing</a></li>
<li><a href="#license">License</a></li>
<li><a href="#contact">Contact</a></li>
<li><a href="#acknowledgments">Acknowledgments</a></li>
</ol>
</details>
<!-- ABOUT THE PROJECT -->
## About The Project
[![Product Name Screen Shot][product-screenshot]](https://example.com)
Here's a blank template to get started: To avoid retyping too much info. Do a search and replace with your text editor for the following: `Letsmoe`, `deepend`, `Continu13798401`, `linkedin_username`, `email`, `email_client`, `Deepend`, `project_description`
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## Getting Started
To start off, open a terminal and add Deepend from your preferred package manager, this will get you up and running in seconds. Deepend comes with some small [datasets](https://github.com/Letsmoe/deepend/main/src/datasets) already preinstalled, we offer you to download many more [from our website](https://continuum-ai.de/deepend/datasets) though and we entice you to take a look at [Kaggle](https://kaggle.com) datasets.
### Dependencies
To run Deepend it is required that you have **NumPy** installed. The utilities module requires you to have **OpenCV** and **os** installed.
### pip
```sh
pip install deepend
```
### First Contact
Deepend is both a backend and frontend for creating machine learning models.
Importing it is as simple as any other package. After you installed it from pip you can run
```python
import deepend
```
This will get you everything deepend comes with, to be more specific you can import each module separately. Deepend comes with the following modules:
```python
import deepend.utils as utilities
import deepend.activations as activations
import deepend.models as models
import deepend.losses as losses
import deepend.metrics as metrics
```
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## Roadmap
- [] LSTM Layers and GRU Cells
- [] N-Dimensional Convolutional Layers
See the [open issues](https://github.com/Letsmoe/deepend/issues) for a full list of proposed features (and known issues).
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## Contributing
Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.
If you have a suggestion that would make this better, please fork the repo and create a pull request. You can also simply open an issue with the tag "enhancement".
Don't forget to give the project a star! Thanks again!
1. Fork the Project
2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
4. Push to the Branch (`git push origin feature/AmazingFeature`)
5. Open a Pull Request
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## License
Distributed under the MIT License. See `LICENSE.txt` for more information.
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## Contact
Your Name - [@Continu13798401](https://twitter.com/Continu13798401) - info@continuum-ai.de
Project Link: [https://github.com/Letsmoe/deepend](https://github.com/Letsmoe/deepend)
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## Acknowledgments
* []()
* []()
* []()
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