DNA, abbreviation of deoxyribonucleic acid, organic chemical of complex molecular structure that is found in all prokaryotic and eukaryotic cells and in many viruses. DNA codes genetic information for the transmission of inherited traits. Every species has a specific genes encoded in their DNA.
In this project, I have designed and developed a machine learning model for DNA sequence classification based on spectral sequence representation.
* keras
* Tensorflow
* sklearn
* pandas
* numpy
- VGG16 (Transfer Learning in Deep Learning)
├── DNA Sequencing and applying Classifier.ipynb
├── dna_sequencing_and_applying_classifier.py
├── dog_data.txt
├── human_data.txt
├── LICENSE
├── README.md
└── requirements.txt
This is an example of how you may set up your project locally. To get a local copy up and running follow these simple steps.
Create a virtualenv. (optional)
python3 -m venv DNA-Clf
source DNA-Clf/bin/activate
- Clone the repo
git clone https://github.com/kanishksh4rma/DNA-Sequence-Classifier.git
- Install required libraries
pip install -r requirements.txt
Now run the app.py file by typing following command
python app.py
For more examples, please refer to the Documentation
- Raise the
issue
. - Work on raised issues .
- Come up with interesting Medical related problems and solutions .
- You can improve the UI/UX .
- Can contribute on readme files as well .
See CONTRIBUTING.md file for detailed information.
See LICENSE file.
"Take stands, take risks, take responsibility."
— Muriel Siebert