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 | 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/
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent