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Binary and Categorical Focal loss implementation in Keras.

Python 278 67 Updated Dec 20, 2024

Visualizer for neural network, deep learning and machine learning models

JavaScript 29,443 2,853 Updated Feb 23, 2025

cnn+rnn: vgg(vgg16,vgg19)+rnn(LSTM, GRU), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU), inception_v4+rnn(LSTM, GRU), inception_resnet_v2+rnn(LSTM, GRU),.....

Python 66 13 Updated Jul 20, 2018

Keras Temporal Convolutional Network.

Python 1,930 459 Updated Feb 20, 2025

Keras Attention Layer (Luong and Bahdanau scores).

Python 2,806 672 Updated Nov 17, 2023

netBank(网上银行系统),该系统包含普通用户和管理员两个角色,管理员:管理普通用户(添加、删除、冻结和启用)、查看交易记录、修改密码、注销;普通用户:存钱、取钱、转账、修改密码、注销。

Java 70 44 Updated Apr 8, 2018

java项目实战练习

Java 3,305 1,477 Updated Aug 8, 2024

A Recurrent Neural Networks implementation using Keras for network intrusion detection

Python 31 6 Updated Jun 14, 2021

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

Jupyter Notebook 44 14 Updated Jun 13, 2024

Intrusion Detection System using Machine Learning and Deep Learning

Jupyter Notebook 85 23 Updated Dec 27, 2023

Machine Learning Algorithms on NSL-KDD dataset

Jupyter Notebook 95 43 Updated May 30, 2019

Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (KNN), Logistic Regression and Random Forest.

Jupyter Notebook 102 44 Updated Sep 27, 2017

This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".

Python 277 105 Updated Dec 22, 2023

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

Jupyter Notebook 253 93 Updated Apr 5, 2020

Feature coded UNSW_NB15 intrusion detection data.

84 37 Updated Jan 24, 2018

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

Python 708 240 Updated May 8, 2019

Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS

Jupyter Notebook 106 21 Updated Oct 25, 2022

使用卷积神经网络进行网络入侵检测,正确率可达99.5%

Python 174 38 Updated Jun 2, 2019

Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection

Python 53 5 Updated Apr 9, 2020

A Collection of Variational Autoencoders (VAE) in PyTorch.

Python 6,922 1,102 Updated Jun 13, 2024

Network Security Analysis using Machine Learning on the NSL-KDD dataset from the KDD Cup 1999

Python 20 6 Updated Nov 3, 2019

Anomaly detection related books, papers, videos, and toolboxes

Python 8,565 1,757 Updated Dec 21, 2024

Using DNN for univariate time series anomaly detection over AIOps Competition dataset

Jupyter Notebook 44 29 Updated Nov 2, 2018

AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

1,609 364 Updated May 27, 2024

互联网首份程序员考公指南,由3位已经进入体制内的前大厂程序员联合献上。

26,902 3,715 Updated Feb 11, 2022

A curated list of awesome anomaly detection resources

2,781 515 Updated Sep 20, 2022

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

Markdown 126,912 23,303 Updated Jan 31, 2025

算法模板,最科学的刷题方式,最快速的刷题路径,你值得拥有~

Go 15,305 2,589 Updated Feb 22, 2024

PyTorch implementation of some single image dehazing networks.

Python 367 62 Updated Sep 25, 2018

The most cited deep learning papers

TeX 25,707 4,472 Updated Jan 18, 2024
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