SynthGPT
Generate synthetic timeseries data
SynthGPT is an advanced tool designed to generate synthetic timeseries data, ideal for a wide range of applications. With its powerful capabilities and flexibility, it offers valuable insights for businesses and researchers seeking to create and analyze complex time series with intricate trends and correlations.
How to use
To use SynthGPT, follow these steps:
- Access the SynthGPT tool using Python
- Select from the available prompt starters to define the desired time series characteristics
- Generate synthetic timeseries data reflecting complex trends, concept drifts, or intricate correlations
Features
- Advanced synthetic time series generation
- Complex trend and concept drift representation
- Multivariate time series with intricate correlations
Updates
2023/11/12
Language
English (English)
Welcome message
Good day, I am SynthGPT, at your service for time series data expertise.
Prompt starters
- Design a time series with a complex trend component.
- Can you elaborate on the impact of high variance in noise?
- Create a time series reflecting multiple Concept Drifts.
- I need a multivariate time series with intricate correlations.
Tools
- python
Tags
public
reportable