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https://github.com/losparviero/stock-oracle

Predict stock prices using neural networks trained on historical price data.
https://github.com/losparviero/stock-oracle

brainjs forecasting forecasting-time-series lstm lstm-neural-networks machine-learning neural-network neural-networks neuralnetwork nodejs stock-prediction stock-price-forecasting stock-price-prediction stock-prices-prediction time-series time-series-forecasting time-series-prediction

Last synced: about 1 month ago
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Predict stock prices using neural networks trained on historical price data.

Host: GitHub
URL: https://github.com/losparviero/stock-oracle
Owner: losparviero
License: agpl-3.0
Created: 2023-08-03T07:27:03.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-08-03T18:04:05.000Z (over 1 year ago)
Last Synced: 2024-01-29T16:07:35.673Z (11 months ago)
Topics: brainjs, forecasting, forecasting-time-series, lstm, lstm-neural-networks, machine-learning, neural-network, neural-networks, neuralnetwork, nodejs, stock-prediction, stock-price-forecasting, stock-price-prediction, stock-prices-prediction, time-series, time-series-forecasting, time-series-prediction
Language: JavaScript
Homepage: https://www.npmjs.com/package/stock-oracle
Size: 52.7 KB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

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README

# Stock Oracle

Predict stock prices using neural networks trained on historical price data.

### Mechanism

Uses financialmodellingsprep data API (free upto 250 calls) to fetch historical records, caches data in redis to prevent duplicate calls, trains a NN using brain.js and then predicts future stock prices.

### Usage

```bash
predict
```

### Install

```js
npm i -g stock-oracle
```

ENV reference

API_KEY - financialmodellingsprep API key

DB_URL - redis URL (Upstash)

### Uninstall

```js
npm uninstall stock-oracle
```

### TBA

1. Cache validation & updation
2. Input credentials on first run

Contributions are welcome, feel free to open a PR.

### License