https://github.com/fujiwarachoki/coinwizard
ML Crypto-Price Prediction Model using NASDAQ API.
https://github.com/fujiwarachoki/coinwizard
ai bitcoin crypto ml nasdaq
Last synced: 25 days ago
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ML Crypto-Price Prediction Model using NASDAQ API.
- Host: GitHub
- URL: https://github.com/fujiwarachoki/coinwizard
- Owner: FujiwaraChoki
- License: mit
- Created: 2023-08-23T20:28:58.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-09-10T11:09:33.000Z (almost 3 years ago)
- Last Synced: 2025-08-05T08:25:07.321Z (10 months ago)
- Topics: ai, bitcoin, crypto, ml, nasdaq
- Language: Python
- Homepage:
- Size: 314 KB
- Stars: 19
- Watchers: 2
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# CoinWizard
Predict the prices of certain cryptocurrencies by training a PyTorch Model on the history data from the NASDAQ API.
> **Important**: This code trains an RNN-Model, so it will take some time to train the model. The model will be saved in the `Backend` directory and will be loaded on the next start of the application.
## Installation
1. Clone the repository
```
git clone https://github.com/fujiwarachoki/CoinWizard.git
```
2. CD into the directory
```
cd CoinWizard
```
4. Continue with `Usage`.
## Usage
1. Get API Key from https://data.nasdaq.com and write it to the file
`key` in the Backend Directory.
2. Run Start Script
```
python3 start.py
```
**This will install all the dependencies and start the frontend as well as the backend of the application.**
## Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
## License
[MIT](LICENSE)
## Authors
- [Sami Hindi](https://www.samihindi.com)