https://github.com/arshitarora/tsp-crypto-predictor

A Crypto currency predictor which uses TSP algo and uses CoinCap API for realtime values of the same
https://github.com/arshitarora/tsp-crypto-predictor

blockchain coincap machine-learning python tsp

Last synced: 12 days ago
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A Crypto currency predictor which uses TSP algo and uses CoinCap API for realtime values of the same

• Host: GitHub
• URL: https://github.com/arshitarora/tsp-crypto-predictor
• Owner: ArshitArora
• Created: 2023-09-09T14:36:49.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-02-28T07:22:53.000Z (10 months ago)
• Last Synced: 2024-09-18T10:49:17.986Z (3 months ago)
• Topics: blockchain, coincap, machine-learning, python, tsp
• Language: Jupyter Notebook
• Homepage:
• Size: 1.18 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 📈 Cryptocurrency Price Prediction with Prophet and CoinCap API 🚀

This project uses the Prophet time series forecasting model and the CoinCap API to predict the future prices of cryptocurrencies. It provides forecasts for a list of selected cryptocurrencies based on their historical pricing data on a daily basis.

## Features

- Retrieve a list of available cryptocurrencies from CoinCap.

- Perform time series forecasting for selected cryptocurrencies.

- Visualize the forecasts with interactive plots.

## Getting Started

### Prerequisites

Make sure you have the following requirements installed:

- Python 3.x

- Jupyter Notebook (for interactive use)

- Required Python packages (install using `pip install -r requirements.txt`)

### Installation

1. Clone the repository:

   ```bash

   git clone https://github.com/Delicate-Jerk/TSP-crypto-predictior.git

   ```

2. Navigate to the project directory:

```bash

cd TSP-crypto-prediction

```

3. Install the required Python packages:

```bash

pip install -r requirements.txt

```

4. Usage

- Open the Jupyter Notebook `main.ipynb`.

- Run the cells in the notebook to fetch cryptocurrency data and make predictions.

- Select the cryptocurrencies you want to predict using the provided widget.

- View the forecasts and visualizations for the selected cryptocurrencies.

- Supported Currencies

You can choose from a variety of cryptocurrencies for prediction. Here are some of the supported currencies:

Bitcoin (BTC)

Ethereum (ETH)

Litecoin (LTC)

Ripple (XRP)

...