# QELM-VQELM

**Repository Path**: foxwy/QELM-VQELM

## Basic Information

- **Project Name**: QELM-VQELM
- **Description**: variational quantum extreme learning
- **Primary Language**: Unknown
- **License**: MPL-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2022-06-21
- **Last Updated**: 2022-06-22

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

### Variational Quantum Extreme Learning Machine

#### Introduction

---

This code is for the paper "Variational Quantum Extreme Learning Machine", under review in *Neurocomputing*, more implementations will be given after the paper is accepted.

#### File Structure

---

> ***1. basic_function***: some basic execution functions, such as dataset reading and processing, ELM functions, and nonlinear feature mapping function;
>
> ***2. dataset***: the dataset file for reading;
>
> ***3. Remaining Four Files***: **the main executable files**.
> Each includes: 
>
> > Execution file
> >
> > Figure_final (to store the data saved in the experiment)

#### Method

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**QELM**: Quantum Extreme Learning Machine, a quantum machine learning algorithm based on the HHL algorithm, a new feature mapping is designed, difficult to achieve on near-term quantum devices.

**VQELM**: Variational Quantum Extreme Learning Machine, variational quantum implementation of QELM, suitable for near-term quantum devices.