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shiruwei_9's Projects

cnt5410_project_sms-spam-detection-depending-on-transformer icon cnt5410_project_sms-spam-detection-depending-on-transformer

A modified version of Transformer model, to detect SMS Spam Messages is used. Additionally, we compare the performance based on accuracy ,loss percentage, recall, and F1-score against traditional Machine learning classifiers, like Long Short-term Memory(LSTM), Bi-Direction LSTM, Naïve Bayes, and Dense algorithms. Several experiments are performed not only on the popular SMS Spam Collection v.1 dataset (D1), but also on UtkMl's Twitter Spam Detection Competition (UtkMl's Twitter) (D2) from Kaggle to make the evaluation more convincing.

dealii icon dealii

The development repository for the deal.II finite element library.

docs icon docs

The open-source repo for docs.github.com

imagematch icon imagematch

图像检索 颜色直方图 图像检索引擎 pHash

imageprocessing-python icon imageprocessing-python

该资源为作者在CSDN的撰写Python图像处理文章的支撑，主要是Python实现图像处理、图像识别、图像分类等算法代码实现，希望该资源对您有所帮助，一起加油。

k-nearest-neighbour-algorithms icon k-nearest-neighbour-algorithms

KNN algorthm using SKlearn and without using SKlearn application on few datasets available at https://archive.ics.uci.edu/ml/datasets.html

knn icon knn

knn based on UCI dataset adult

machine_learning_review icon machine_learning_review

本项目是根据对机器学习中各经典算法的理解的整理笔记，力求做到以最通俗易懂的方式来描述算法，同时发布在博客园等平台，欢迎共同交流学习！

ml_practice icon ml_practice

ML Records in 1110 Lab of BUPT. Some detailed information can be referenced on: https://mathpretty.com/10388.html

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