https://github.com/tnmyk/soft-computing-solver

Soft Computing step-by-step solver
https://github.com/tnmyk/soft-computing-solver

soft-computing styled-components typescript

Last synced: about 1 month ago
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Soft Computing step-by-step solver

• Host: GitHub
• URL: https://github.com/tnmyk/soft-computing-solver
• Owner: tnmyk
• Created: 2022-02-12T12:45:46.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2023-01-01T22:12:54.000Z (over 3 years ago)
• Last Synced: 2023-03-04T14:13:16.997Z (over 3 years ago)
• Topics: soft-computing, styled-components, typescript
• Language: TypeScript
• Homepage: https://soft-computing-solver.vercel.app
• Size: 181 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# Soft Computing Step-by-step solver

Originally built for my online exams.

## Algorithms

- Implement table using Perceptron

- Classify 2D input-pattern using Perceptron

- Full CPN

- Forward CPN

- Construct ART 1 network for clustering input vectors

Contribute to add more.

## Example Solutions

#### 1. Implement Table Using Perceptron

![perceptron table](https://user-images.githubusercontent.com/73903781/205184181-207b314e-7550-4811-bf00-c38afe77931d.png)

#### 2. Classify 2D input-pattern using Perceptron

![classify perceptron](https://user-images.githubusercontent.com/73903781/205184317-2957c71c-d490-45a9-9258-0f9ab57218df.png)

#### 3. Full CPN solve

![full cpn](https://user-images.githubusercontent.com/73903781/205184353-89bd39a2-f61f-45b2-bcd4-fbe34d4a3c50.png)

#### 4. Forward CPN Solver

![forward cpn](https://user-images.githubusercontent.com/73903781/205184416-6566ed53-faf6-45a4-adea-83135f642fa0.png)

#### 5. Construct art 1 network for clustering input vectors

![art 1](https://user-images.githubusercontent.com/73903781/205184446-45bf0275-d0d6-485f-bcfc-e86f617e0a9e.png)

## Contributing

Contributions are always welcome!

Check out [open-issues](https://github.com/tnmyk/soft-computing-solver/issues).

Installation:

```

yarn install

# or

npm install

```

Run the development server:

```

yarn dev

# or

npm run dev

```