├── .gitattributes ├── 1. Dataset └── About Dataset and It's Cleaning.ipynb ├── 2. EDA └── Exploratory Data Analysis.ipynb ├── 3. Preprocessing └── Feature Engineering and Data Preparation.ipynb ├── 4. ML Models └── ML Models and Results.ipynb ├── 5. Predict data └── Prediction of Raw Data.ipynb └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/.gitattributes -------------------------------------------------------------------------------- /1. Dataset/About Dataset and It's Cleaning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/1. Dataset/About Dataset and It's Cleaning.ipynb -------------------------------------------------------------------------------- /2. EDA/Exploratory Data Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/2. EDA/Exploratory Data Analysis.ipynb -------------------------------------------------------------------------------- /3. Preprocessing/Feature Engineering and Data Preparation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/3. Preprocessing/Feature Engineering and Data Preparation.ipynb -------------------------------------------------------------------------------- /4. ML Models/ML Models and Results.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/4. ML Models/ML Models and Results.ipynb -------------------------------------------------------------------------------- /5. Predict data/Prediction of Raw Data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/5. Predict data/Prediction of Raw Data.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SubrataMaji/IDS-UNSW-NB15/HEAD/README.md --------------------------------------------------------------------------------