/Python_Toolbox

My personal toolbox that contains my daily python tools for data science and machine learning

Primary LanguageJupyter NotebookMIT LicenseMIT

Python Toolbox

  • My personal toolbox that contains my daily python tools for datascience and machinelearning
  • Jul. 28, 2020

Python Basic

1. Basic Structure | Code

No. Contents No. Contents No. Contents No. Contents
1 Print 2 Variable 3 Function 4 Method
5 Formatting 6 List and Tuple 7 Dictionary 8 Set
9 Collection 10 Lambda Function 11 Copy 12

2.Standard Modules | Code

No. Contents No. Contents
1 Random 2 Time
3 Calendar 4 Math
5 Statistics 6 Sys

Module and Packages | Study, Code

  • Structure of python project, Pip

Pytorch Deeplearning | Code

  • Differentiation, Probability, Neural Networks
  • Layers and Blocks, Parameter Management, Custom layers, File I/O, GPU

Reference

[1] 김상형,『파이썬 정복』, 한빛미디어(2018)
[2] Dive into Deep Learning, http://d2l.ai/