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Main source code of Lithicsoft Trainer Studio Installer
--------------------------------------------------------
For use as a solution to install and update Trainer Studio,
the launcher is not included.
If you want to install and use, please visit the website:
https://lithicsoft.rf.gd/trainerstudio/
or download from repository:
https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio
Released under the Apache 2.0 license, copyright belongs to the
Lithicsoft Organization.
# Lithicsoft Trainer Studio

![Banner](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio/blob/main/Lithicsoft%20Trainer%20Studio.png?raw=true)

Lithicsoft Trainer Studio is a tool that allows you to create artificial intelligence models without coding directly on your training data.

![Shields](https://img.shields.io/github/v/release/Lithicsoft/TS-Source)
![License](https://img.shields.io/github/license/Lithicsoft/TS-Source)
![Stars](https://img.shields.io/github/stars/Lithicsoft/TS-Source)
![Forks](https://img.shields.io/github/forks/Lithicsoft/TS-Source)
![Issues](https://img.shields.io/github/issues/Lithicsoft/TS-Source)

## Features

- **Multi-language Support**: Supports C# and Python for model creation.
- **C#**: Create Microsoft.ML models, currently supporting Image Classification and Value Prediction.
- **Python**: Supports LSTM text generation for PyTorch and RNN text generation for TensorFlow.
- **Minimal Coding**: Create models with minimal coding.
- **Easy Parameter Tuning**: Easily tune training parameters (Python only).
- **Intuitive Interface**: User-friendly interface.
- **GPU Training**: Train models on GPUs (Python only).

## Screenshots

### Startup Window
![Startup Window](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio/blob/main/Lithicsoft%20Trainer%20Studio.png?raw=true)

### Project Management
![Project Management](https://private-user-images.githubusercontent.com/88751712/349907892-14d695d3-4dcb-46ff-acdf-153e05032d39.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.xEItINgwpOu6kPVg6azZsKRhM2hPFBK9o_szdZ0l3rk)

### Usage
![Usage](https://private-user-images.githubusercontent.com/88751712/349948521-80d01e6e-3c9b-44df-b410-34f7a340c74f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.44aRFNYKBQRIEzI1oecA2-Fg26wuIV8jw3nzEzcfRaM)

## Installation

For installation instructions, please refer to our [wiki](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio/wiki/(User)-Install-Trainer-Studio).

## Usage

For detailed usage instructions, visit our [wiki](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio/wiki).

## Contributing

Give us a star or contribute to the source code:
- [Main Source Code](https://github.com/Lithicsoft/TS-Source)
- [Python Source Code](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio)
- [Installer Source Code](https://github.com/Lithicsoft/TS-Installer)

## License

This project is licensed under the Apache-2.0 License - see the [LICENSE](LICENSE) file for details.

## Contact

- **Discord**: [Join our Discord](https://discord.com/invite/dNQunYaXrX)
- **Email**: [email protected]

## Dependencies

This project is built on C# WPF and requires the following packages:
- Microsoft.ML
- Microsoft.ML.FastTree
- Microsoft.ML.ImageAnalytics
- Microsoft.ML.OnnxConverter
- Microsoft.ML.TensorFlow
- SciSharp.TensorFlow.Redist
- System.Management

## Links

- **Wiki**: [Lithicsoft Trainer Studio Wiki](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio/wiki)
- **Website**: [Lithicsoft Trainer Studio](https://lithicsoft.rf.gd/trainerstudio)
- **Repositories**:
- [Python Trainer Kit](https://github.com/Lithicsoft/Lithicsoft-Trainer-Studio)
- [Application Source Code](https://github.com/Lithicsoft/TS-Source)
- [Installer Source Code](https://github.com/Lithicsoft/TS-Installer)

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