# lab-algorithm

**Repository Path**: fdujiage/lab-algorithm

## Basic Information

- **Project Name**: lab-algorithm
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-11-12
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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)
- 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