machine learning

 https://ithelp.ithome.com.tw/articles/10197110

python symbolic

https://docs.sympy.org/latest/tutorial/calculus.html

python math

eigenvalue, eigenvector
https://www.math.ubc.ca/~pwalls/math-python/linear-algebra/eigenvalues-eigenvectors/

random walk

https://www.geeksforgeeks.org/random-walk-implementation-python/

python priciples

https://pythonprinciples.com/

convert an integer to a string

https://pythonprinciples.com/blog/converting-integer-to-string-in-python/

 

How to install requests

• in windows

點windows圖示打入cmd
cmd (in dos command)
>py -m pip install --upgrade pip
>py -m pip install requests

• in google colab

!pip install requests        #python2.*
!pip3 install requests2   #python3

python requests

https://zwindr.blogspot.com/2016/08/python-requests.html

https://www.youtube.com/watch?v=j5uinSQySbg

https://www.youtube.com/watch?v=0E3EEsbMeOI

https://blog.gtwang.org/programming/python-requests-module-tutorial/

python regression

https://towardsdatascience.com/machine-learning-polynomial-regression-with-python-5328e4e8a386

python scraping

https://github.com/REMitchell/python-scraping/blob/master/Chapter01_BeginningToScrape.ipynb

python plot

[資料分析&機器學習] 第2.5講：資料視覺化(Matplotlib, Seaborn, Plotly)

https://medium.com/jameslearningnote/%E8%B3%87%E6%96%99%E5%88%86%E6%9E%90-%E6%A9%9F%E5%99%A8%E5%AD%B8%E7%BF%92-%E7%AC%AC2-5%E8%AC%9B-%E8%B3%87%E6%96%99%E8%A6%96%E8%A6%BA%E5%8C%96-matplotlib-seaborn-plotly-75cd353d6d3f

matplotlib
https://blog.techbridge.cc/2018/05/11/python-data-science-and-machine-learning-matplotlib-tutorial/

[第 18 天] 資料視覺化 matplotlib
https://ithelp.ithome.com.tw/articles/10186484

Ising model

 

Arindam Kumar Chatterjee

https://www.youtube.com/watch?v=kvf7aUPZCWk


Arindam Kumar Chatterjee
https://drive.google.com/drive/folders/0B22xwwpFP6LNNW5LNDAzalZMclU

 

 Jos   Thijssen

https://www.youtube.com/watch?v=hX_FrS5XO3I

 

 

stackoverflow

Plotting Butterfly Curve using Python

python dynamic system

https://www.springer.com/gp/book/9783319781440

 2. Modelling Dynamical Systems
 https://gribblelab.org/compneuro2012/2_Modelling_Dynamical_Systems.html#orgheadline5

 Paul Gribble

Computational Modelling in Neuroscience

 https://gribblelab.org/compneuro2012/

python climber

https://ithelp.ithome.com.tw/users/20112217/ironman/2095

Importing .py files in Google Colab

https://stackoverflow.com/questions/48905127/importing-py-files-in-google-colab

python 爬文

https://blog.gtwang.org/programming/python-requests-module-tutorial/

python 教學

Victro Gau
http://www.victorgau.com/python/

https://github.com/victorgau/Python_Basics

python list sort, sorted

Python List 的 sort 與 sorted 排序用法

https://officeguide.cc/python-sort-sorted-tutorial-examples/

Sort

氣泡排序（Bubble Sort）
https://zh.wikipedia.org/wiki/%E5%86%92%E6%B3%A1%E6%8E%92%E5%BA%8F


Selection Sort
https://jialin128.pixnet.net/blog/post/138292085-%5b%e8%b3%87%e6%96%99%e7%b5%90%e6%a7%8b%5d-%e9%81%b8%e6%93%87%e6%8e%92%e5%ba%8f%e6%b3%95%ef%bc%88selection-sort%ef%bc%89in-python

dynamic system with python

2. Modelling Dynamical Systems

https://gribblelab.org/compneuro2012/2_Modelling_Dynamical_Systems.html


https://towardsdatascience.com/a-beginners-guide-to-simulating-dynamical-systems-with-python-a29bc27ad9b1