https://github.com/ohjho/hku_demo

Demo for the "Intro to Data Science and Machine Learning" Workshop on 9th April 2019
https://github.com/ohjho/hku_demo

Last synced: 11 days ago
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Demo for the "Intro to Data Science and Machine Learning" Workshop on 9th April 2019

• Host: GitHub
• URL: https://github.com/ohjho/hku_demo
• Owner: ohjho
• License: mit
• Created: 2019-04-08T06:07:48.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T01:43:53.000Z (about 2 years ago)
• Last Synced: 2023-03-01T20:33:15.872Z (almost 2 years ago)
• Language: Jupyter Notebook
• Size: 8.05 MB
• Stars: 4
• Watchers: 2
• Forks: 1
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# HKU_Demo

Demo for the "Intro to Data Science and Machine Learning" Workshop on 9th April 2019

[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)

[![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://lbesson.mit-license.org/)

![tested-on-osx](https://img.shields.io/badge/Tested%20on-OSX-lightgrey.svg)

## How to Use this repo

1. Clone this repo:

```

$ git clone https://github.com/ohjho/HKU_Demo.git

$ cd HKU_Demo

```

2. install the requirements. Doing this inside a [virtualenv][url_virtualenv] is **highly recommend** and avoid [dependency hell](https://medium.com/knerd/the-nine-circles-of-python-dependency-hell-481d53e3e025).  

```

#---------------- optional ------------------

$ mkvirtualenv --python=`which python3` NameOfYourEnv

$ workon NameOfYourEnv

(NameOfYourEnv) $ pip freeze > uninstall.txt

(NameOfYourEnv) $ pip uninstall -r uninstall.txt -y

(NameOfYourEnv) $ rm uninstall.txt

#--------------------------------------------

(NameOfYourEnv) $ pip install -r requirements.txt

```

and just check and resolve any packages dependency issues if they show up under `pip check`. It should say `No broken requirements found.`  

3. Start Jupyter notebook

```

$ jupyter notebook

```

4. Have fun and go build some awesome projects! :surfer:

## Demo 1

[link to Jupyter Notebook](demo1/MarketCap_vs_Sharpe.ipynb)

## Demo 2

[link to Jupyter Notebooks](demo2/)