15026596063 Goto Github PK

benchmarks

Comparison tools

catboost

This is the code for using the Catboost library.

cici

一个可爱的演示项目

community

Majiang community

data-mining-project

Analyzing Airline data to predict delays

dbn_predict_performance

graduation design DBN + SVM

handwritten_recognition_zh

手写中文字符识别

humanorrobot

a solution for competition of kaggle `Human or Robot`

ids-kddcup

Detecting Abnormal Connections of a Network-Flow (KDD-cup 99)

intrusiondetection

Implementation of different machine learning algorithms to find the best predictor of Intrusion Detection.

kaggle-avazu

kdd-cup-99-python

Analysis and preprocessing of the kdd cup 99 dataset using python and scikit-learn

kddcup99_nid_lstm

Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

makinganmvp

Using machine learning to predict the next NBA MVP, and estimate a player's future earning potentials based on the player's stats.

network-intrusion-detection

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

network-intrusion-detection-1

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

nsl-kdd

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

personalized-matching

面向电信行业存量用户的智能套餐个性化匹配模型 (XGBoost 0.8254)

pydetector

•PyDetector is an Intrusion Detection and Prevention System designed to efficiently detect and prevent various intrusion attempts on the network. Attacks covered : Default Nmap probe, Smurf attack, Ping of Death, DDoS.•Developed using Python, MySQL & Django framework with Kali Linux as the base operating system.•PyDetector is an Intrusion Detection and Prevention System designed to efficiently detect and prevent various intrusion attempts on the network. Attacks covered : Default Nmap probe, Smurf attack, Ping of Death, DDoS.•Developed using Python, MySQL & Django framework with Kali Linux as the base operating system.•PyDetector is an Intrusion Detection and Prevention System designed to efficiently detect and prevent various intrusion attempts on the network. Attacks covered : Default Nmap probe, Smurf attack, Ping of Death, DDoS.•Developed using Python, MySQL & Django framework with Kali Linux as the base operating system.•PyDetector is an Intrusion Detection and Prevention System designed to efficiently detect and prevent various intrusion attempts on the network. Attacks covered : Default Nmap probe, Smurf attack, Ping of Death, DDoS.•Developed using Python, MySQL & Django framework with Kali Linux as the base operating system.Intrusion Detection System

rnn-lstm-network-intrusion

RNN-LSTM Model for network intrusion , using benchmark dataset NSL-NDD

testgit

xgboost

xgboost-lightgbm-hyperparameter-tuning

Bayesian Optimization and Grid Search for xgboost/lightgbm