Metadata-Version: 2.1
Name: nz-seqtech
Version: 0.2.1
Summary: A library for DNA sequence encoding in quantum machine learning
Home-page: https://nz-seqtech.com/
Author: Nouhaila Innan and Muhammad Al-Zafar Khan
Author-email: nouhaila.innan@zaiku.com, muhammad.khan@zaikugroup.com
License: Apache
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: wheel
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scikit-learn
Requires-Dist: qiskit
Requires-Dist: matplotlib


<p align="center">
  <img src="https://github.com/quantumformalism/NZ_SeQTech/blob/main/Docs/Logo.png?raw=true" alt="NZ-SeqTech Logo">
  
<p align="center">
  <em><strong>Bringing DNA sequencing data into the quantum computing era.<strong><em>
</p>

## About ℹ️

NZ-SeqTech is a Python library designed to facilitate DNA sequence encoding in quantum machine learning applications. With NZ-SeqTech, you can effortlessly encode DNA sequences using various data encoding techniques we have developed and discussed in our article 📄 [Classical-to-Quantum Sequence Encoding in Genomics](https://www.researchgate.net/publication/370213316_Classical-to-Quantum_Sequence_Encoding_in_Genomics). This library is distributed under the Apache license.

## Installation 🛠️

You can install NZ-SeqTech using pip:

```shell
pip install nz-seqtech
```

# Features 🌟
-----------

- Advanced encoding techniques for DNA sequences.
- Smooth integration of encoded sequences into quantum machine learning workflows.
- Additional functions including DNA analysis and classical machine learning support.

# Usage 🚀
--------

```
import nz_seqtech
from nz_seqtech.quantum_dna_encoding import cosine_encoding

# Encode DNA sequence using a specific technique
encoded_sequence = cosine_encoding('sequence')
```
Make sure to replace `sequence` with the actual DNA sequence you want to encode.


# Contributing 👥
---------------

We welcome contributions to NZ-SeqTech! Feel free to submit a pull request if you find any issues or would like to add enhancements. For significant changes, please open an issue first to discuss the proposed changes.

# License 📜
----------

NZ-SeqTech is distributed under the Apache License. Read more about it in the [LICENSE](https://github.com/quantumformalism/NZ-SeQTech/LICENSE) file.

# Contact 📬
----------

If you have any questions or suggestions, please contact us at <hello@nz-seqtech.com.>.
