https://github.com/kualta/cast

crypto demand forecasting
https://github.com/kualta/cast

data-science demand-forecasting python

Last synced: about 1 year ago
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crypto demand forecasting

• Host: GitHub
• URL: https://github.com/kualta/cast
• Owner: kualta
• Created: 2023-06-14T15:11:56.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-11-04T06:22:47.000Z (over 2 years ago)
• Last Synced: 2025-01-28T16:23:11.204Z (over 1 year ago)
• Topics: data-science, demand-forecasting, python
• Language: Python
• Homepage:
• Size: 143 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
Demand forecasting for crypto using Facebook's `prophet`, Binance API with real time Web UI using `bokeh`

### Usage

1. Clone the repo

```

git clone git@github.com:kualta/cast

```

```

cd cast

```

2. Install the dependencies 

```

python3 -m venv venv

```

```

source venv/bin/activate

```

```

pip install -r requirements.txt

```

3. Start the `bokeh` server

```

bokeh serve --show .

```

This will open a new window in your browser with the plot, start adjusting the parameters to refit the model

![image](https://github.com/kualta/cast/assets/72769566/66c111b7-531d-4a75-a8d6-12a3c8d89db0)