Python data visualization, data mining, machine learning, deep learning common libraries, IDES, etc.

Source: Internet
Author: User
Tags continuum analytics



First, the visualization method


    1. Bar chart
    2. Pie chart
    3. Box-line Diagram (box chart)
    4. Bubble chart
    5. Histogram
    6. Kernel density estimation (KDE) diagram
    7. Line Surface Chart
    8. Network Diagram
    9. Scatter chart
    10. Tree Chart
    11. Violin chart
    12. Square Chart
    13. Three-dimensional diagram


Second, interactive tools


    1. Ipython, Ipython Notebook
    2. plotly


Iii. Python IDE Type


    1. Pycharm, specifying a Java swing-based user interface
    2. PyDev, SWT-based user interface (for Eclipse)
    3. IEP (Interactive Editor for Pyhton), interactive editor
    4. Canopy in Enthought: based on PYQT
    5. Anaconda release of the Spyder in Continuum Analytics: PYQT-based


Iv. Interactive Visualization software package


    1. D3.js
    2. Bokeh
    3. Vispy
    4. Wakari
    5. Ashiba


V. Statistics and data Mining algorithms


  1. hmm-Hidden Markov model


  2. viterbi-Viterbi algorithm


  3. Logistic regression


  4. Decision Tree: ID3, C4.5, CART---classification


  5. K-means (k-means)---clustering algorithm


  6. SVM Support Vector Machine---supervised learning, statistical classification and regression analysis


  7. Maximum expectation (EM) algorithm


  8. PageRank


  9. AdaBoost


  10. KNN (k-Neighbor algorithm)


  11. Bayesian classifier, naive Bayesian


  12. Random Forest


  13. LDA Thematic model






Vi. Deep Learning


    1. CNN convolutional Neural Network
    2. RNN Cyclic Neural network


Python data visualization, data mining, machine learning, deep learning common libraries, IDES, etc.


Related Article

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.