lab-algorithm

Simple collation of conventional algorithms, packages, and tools which may be encountered in practical problems, based on Python 3.x

Catalog

• Normal Algorithm
  • Base
    • Sort
    • Search
  • Graph Theory
• DataAnalysis
  • Numpy
  • Scipy
  • Matplotlib
• Machine Learning
  • Supervised Learning
    • Percetron Learning Algorithm (PLA)
    • Linear Regression
    • Logistic Regression
    • Bias Variance
    • Back Propagation Neural Network (BPNN)
    • Support Vector Machine (SVM)
    • k-NearestNeighbor (kNN)
    • Naive Bayes Classifiers
    • Decision Trees
    • Ensemble Learning
  • UnSupervised Learning
    • k-Means Clustering (k-Means)
    • Principal Component Analysis (PCA)
    • Expectation Maximizition (EM)
  • Mglearn
    • Mglearn for Supervised Learning
    • Mglearn for Unsupervised Learning
• Deep Learning
• Aliyun API
  • OCR
    • Business Card
    • Bank Card
  • Face Recognition
    • Detect
    • Attribute
    • Verify
• On-Premise AI
  • Face Recognition
    • Face Locations
    • Face Landmarks
    • Recognize and Identify
  • OpenVINO
    • Image Classfication
    • Object Detection
    • Face Recognition