- Update date: 2018/04/24
Python Basics
Common files read
Python2 and Python3 different
Python regular expressionsWrite
web crawler based on python's urllib
libraryFace detection tool face_recognitionInstallation and use of
Mac Install image annotation tool LabelImg
Mac Python install liblinear machine learning library
Install python library with pipDownload timeout solution
Python data structures
Python Data Structure (1) - Linear Table: Implementation of Sequence Table
[Python Data Structure (2) - Linear Table: Implementation of Linked List]
Python Data Structure (3) - String: KMP Algorithm Implements
Python Data Structure (4 ) - Sort: Bubble Sort
Python Data Structure (5) - Sort: Direct Selection Sort
Python Data Structure (6) - Sort: Insertion Sort
Python Data Structure (7) - Sort: Quick Sort
[Python Data Structure ( Eight) - sort: heap sort]
[Python data structure (nine) - sort: merge sort]
Python common modules
Python common modules (1) - shutil module
Python common modules (2) - os module
Python common modules (3) - common methods of collections module
Matplotlib drawing
Matplotlib drawing (1) - scatter plot scatter
Matplotlib drawing (2) - drawing according to function formula
Matplotlib drawing (3) - piecewise function
Matplotlib drawing (4) - line graph
Matplotlib drawing (5) - multiple pictures Co-frame
Matplotlib drawing (six) - drawing in the figure
Matplotlib drawing (seven) - line color, point shape
Matplotlib drawing (eight) - bar chart
Matplotlib drawing (nine) - pie chart
Matplotlib drawing (ten) - Drawing a relationship network diagram based on networkx
Matplotlib drawing (11) - boxplot
scikit-learn implements machine learning
[scikit-learn] machine learning (1) - univariate regression model
[[scikit-learn] machine learning (2) - nonlinear regression]
[[scikit-learn] machine learning (3) - multiple regression]
[[ scikit-learn] machine learning (four) - logistic regression]
[[scikit-learn] machine learning (five) - decision tree ID3 algorithm]
[[scikit-learn] machine learning (six) - decision tree C4.5 Algorithm]
[[scikit-learn] machine learning (seven) - regression tree CART algorithm]
[scikit-learn] machine learning (eight) - K-means clustering
[[scikit-learn] machine learning (nine) - Hierarchical clustering]
[[scikit-learn] machine learning (ten) - density clustering DBSCAN]
[[scikit-learn] machine learning (eleven) - Apriori association rules]
[[scikit-learn] machine learning (ten 2) - SVM]
[[scikit-learn] machine learning (thirteen) - time series model]
[[scikit-learn] machine learning (fourteen) - principal component analysis]
[[scikit-learn] machine learning (15) - Naive Bayes]
[[scikit-learn] Machine Learning (16) - KNN Algorithm]
[[scikit-learn] Machine Learning (17) - Gradient Boosting Decision Tree (GBDT)]
[[Scikit-learn] Machine Learning (18) - Random Forest]
[[scikit-learn] machine learning (nineteen) - Adaboost algorithm]
[[scikit-learn] machine learning (twenty) - BP neural network]
[[scikit-learn] machine learning (twenty one) - Implement neural network based on Tensorflow]
[scikit-learn] machine learning (twenty-two) - image clustering: python implementation of k-means algorithm