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Jupyter notebook tutorials for various machine learning applications

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
data		data
.gitignore		.gitignore
JS_obfuscaton_detection.ipynb		JS_obfuscaton_detection.ipynb
README.md		README.md
colorectal-cancer-classification.ipynb		colorectal-cancer-classification.ipynb
elliptic-dataset-gnn.ipynb		elliptic-dataset-gnn.ipynb
phishing_url_detection.ipynb		phishing_url_detection.ipynb
startup-name-generation.ipynb		startup-name-generation.ipynb
time-series-forecasting-part1-LSTM.ipynb		time-series-forecasting-part1-LSTM.ipynb

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Time series forecasting

Time Series Forecasting: LSTM-based model for metro traffic prediction (PyTorch)

Computer vision

Colorectal Histology MNIST: images classification using ResNet architecture (PyTorch)

Natural Language Processing

Start-up name generation using LSTM models

Standard Machine Learning Methods

Cyber Security: Phishing URL detection using standard machine learning methods

Cyber Security: Detect Malicious JavaScript Code Using Machine Learning

Graph Neural Networks

Graph Neural Networks for Fraud Detection in Crypto Transactions

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