https://github.com/emptymalei/data-playground

DEPRECATED: all data related stuff are being added to https://datumorphism.leima.is ; I practice my data science skills here. Data Acquisition: https://github.com/emptymalei/data-acquisition Data Visualization: https://github.com/emptymalei/data-presentation
https://github.com/emptymalei/data-playground

Last synced: 12 days ago
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DEPRECATED: all data related stuff are being added to https://datumorphism.leima.is ; I practice my data science skills here. Data Acquisition: https://github.com/emptymalei/data-acquisition Data Visualization: https://github.com/emptymalei/data-presentation

• Host: GitHub
• URL: https://github.com/emptymalei/data-playground
• Owner: emptymalei
• Created: 2018-09-01T13:03:24.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2023-02-20T18:08:33.000Z (almost 2 years ago)
• Last Synced: 2024-11-02T05:22:20.498Z (2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 49.1 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# data-playground

For my data acquisition code, please refer to [data-acquisition](https://github.com/emptymalei/data-acquisition).

```

.

├── README.md

├── bili

│   ├── bilidata.py      #clean up data from bilibili

│   ├── csv.ipynb        #rewrite data into csv format since someone asked for it 

│   ├── data             #folder for data

│   ├── database.ipynb   #database manipulation and some general visualizations

│   ├── mongodb.ipynb    #interact with mongodb

│   └── readme.md         

├── coursers

│   └── executive-data-science        #Notes for cousera course

├── mapreduce

│   └── mapreduce_advanced_count_number_of_friends.py     #Learn Map-Reduce

├── pytorch

│   ├── basics.ipynb                           #Learn basics of pytorch

│   ├── demo.ipynb                             #Playing with demo

│   ├── neural-networks-with-torch.ipynb       #Build neural networks using PyTorch

│   └── variables-and-autograd.ipynb           #Learn about autograd

├── spiders                       #Spiders

│   ├── linkedin                  #Crawler for linkedin      

│   └── scrapy                    #Learn Scrapy

├── time-series                     #Time Series Theories and Practice

│   ├── audio-processing.ipynb      #DSP

│   ├── geodata.ipynb               #Play with Time Series GeoData

│   └── time-series-data.ipynb      #Theories of time series data

└── us                              #About USA

    └── state-rank-mckinsey         #Best States Ranks by McKinsey

```

## Resources

1. https://python-graph-gallery.com/