Euphymia/Euphymia.github.io

WELCOME TO MY NOTE

Code Training

My Enjoy

CONTENT

Machine Learning Algorithm

• Naive Bayes
• ID3 DecisionTree
• K-Nearest Neighbor

Machine Learning In Action

• Classifying spam email with naïve Bayes
• Mult label classification with svm and k-fold CrossValidation
• Classifier_comparison

Machine Learning Methods

• Sklearn methods
• Activation Function
• Normalization Methods
• norm of vector and matrix

Machine Learning In Multi-label

• Multi-lable classification review
• Multi_label classification with SVM(sklearn)
• Multi-label classification with neural network(keras)

Python Methods

• Load data set
• Notes of format
• Notes of numpy
• Notes of pygame
• Regular Expression
• Notes of matplotlib
• Notes of list
• Notes of glob and os.path.join/splitext
• Notes of argparse
• Note of os.environ
• Python advanced grammar

Learning Tensorflow

• TensorFlow ABC
• Three level network
• Multiple classification
• Convolutional neural network

Learning OpenCV

• Opencv methods
• Face recogition with opencv
• Loading and save images and vidios

Nature Lauguage Processing

• Split text with nltk
• Part of speech in nltk
• Standardized text with nltk
• morphology and part of speech tagging with nltk

For competition