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MeoPBK / Fast_Inference_Classifiers

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Multilable fast inference classifiers (Ridge Regression and MLP) for NLPs with Sentence Embedder, K-Fold, Bootstrap and Boosting. NOTE: since the MLP (fully connected NN) Classifier was too heavy to be loaded, you can just compile it with the script.

python nlp bootstrap nn transformers python3 classification ridge-regression learning-curve boosting classifiers mlp-classifier mlp-networks fast-inference ridge-regression-model ridge-classifier embedders classifiers-comparison
  • Updated May 5, 2025
  • Python

sakhan-1111 / Cyber-Attack-Monitoring-and-Detection-using-Machine-Learning-Techniques

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Source code for Cyber-Attack Monitoring and Detection using Machine Learning Techniques paper

pca dimensionality-reduction logistic-regression decision-tree-classifier stochastic-gradient-descent smote categorical-data machine-learning-techniques machine-learning-classifiers model-performance passive-aggressive-classifier ridge-classifier bernoulli-naive-bayes nearest-centroid-classifier accuracy-scores synthetic-minority-oversampling-technique cyber-attack-detection network-traffic-monitoring internet-of-things-networks stochastic-gradient-descent-classifier
  • Updated Jun 15, 2025
  • Python

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