from sklearn.datasets import fetch_lfw_people from sklearn.decomposition import PCA from sklearn.neural_network import MLPClassifier from sklearn.model_selection import train_test_split from sklearn.metrics import classification_report […]
Category: Jupyter
gaussian_anomaly
import numpy as np import pandas as pd import matplotlib.pyplot as plt # Load the dataset dataset = pd.read_csv(‘/…/network-logs.csv’) hist_dist […]
detecting_botnet
import pandas as pd import matplotlib.pyplot as plt from sklearn.metrics import accuracy_score # Load the dataset dataset = pd.read_csv(‘/…/network-logs.csv’) # […]
hmm_model
pip install hidden_markov import numpy as np from hidden_markov import hmm ob_types = (‘W’, ‘N’) # Working and Not Working […]
malware_dtc
import pandas as pd import numpy as np from sklearn import * from sklearn.metrics import accuracy_score import matplotlib.pyplot as plt […]
Kmean_malware
import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.cluster import KMeans from sklearn.metrics import silhouette_score […]
nltk_spam_dtr
# —————————— # 安装依赖库（如果未安装） # —————————— pip install textblob # 建议在终端运行，Jupyter 中加 !pip install 更稳妥 # —————————— # 导入必要库 # […]
dsctree_phishing_dtr
# —————————— # 导入必要库 # —————————— import numpy as np import pandas as pd import matplotlib.pyplot as plt from sklearn.model_selection […]
log_phishing_dtr
# —————————— # 导入必要库 # —————————— import pandas as pd import numpy as np from sklearn.model_selection import train_test_split from sklearn.linear_model […]
svm_spam_filter
# —————————— # 导入所需库 # —————————— import numpy as np import pandas as pd from sklearn.model_selection import train_test_split from sklearn.svm […]