Notebooks 📓

Description 🖼️

This repository holds miscellaneous Jupyter notebooks, for domains such as data analysis, machine learning, and biometric systems.

The used datasets were not uploaded as most of them are bulky (especially the ones containing images or voice recordings). So before running a notebook, ensure that the required files are downloaded and placed directly in the dataset folder or its corresponding sub-folder from the dataset folder.

Setup 🔧

Create an environment: python3 -m venv environment
Activate the environment: source environment/bin/activate
Install the required packages: pip3 install -r requirements.txt

Folder Structure 📁

notebooks                               root folder
├── datasets                            folder with data sets used in the notebooks
│   └── ...
├── helpers                             folder with helper functions, mostly third-party
│   └── ...
├── images                              folder with images used in the notebooks
│   └── ...
├── models                              folder with pre-trained or exported models used in
│   │                                   the notebooks
│   └── ...
├── others                              folder with miscellaneous files
│   └── generate_requirements.sh        Shell script for generating the requirements.txt file
├── sounds
│   └── ...
├── *.ipynb                             notebooks
├── requirements.txt                    Python 3 dependencies
└── README.md                           this file

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
datasets		datasets
helpers		helpers
images		images
models		models
others		others
sounds		sounds
.gitignore		.gitignore
README.md		README.md
biometric_system_errors.ipynb		biometric_system_errors.ipynb
decision_trees.ipynb		decision_trees.ipynb
fingerprints_database.ipynb		fingerprints_database.ipynb
fourier_transforms.ipynb		fourier_transforms.ipynb
gmm_speaker_modeling.ipynb		gmm_speaker_modeling.ipynb
haar_lbp_face_recognition.ipynb		haar_lbp_face_recognition.ipynb
housing_prices_dataset.ipynb		housing_prices_dataset.ipynb
kmeans_gmm_compare.ipynb		kmeans_gmm_compare.ipynb
knn_classifier_grid_search.ipynb		knn_classifier_grid_search.ipynb
mtcnn_image_face_recognition.ipynb		mtcnn_image_face_recognition.ipynb
mtcnn_video_face_recognition.ipynb		mtcnn_video_face_recognition.ipynb
neural_network.ipynb		neural_network.ipynb
polynomial_regression.ipynb		polynomial_regression.ipynb
preprocessing_linear_regression.ipynb		preprocessing_linear_regression.ipynb
ravdess_savee_analysis.ipynb		ravdess_savee_analysis.ipynb
requirements.txt		requirements.txt
voice_feature_extraction.ipynb		voice_feature_extraction.ipynb
voice_signal.ipynb		voice_signal.ipynb

iosifache/notebooks

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Notebooks 📓

Description 🖼️

Setup 🔧

Folder Structure 📁

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