A visual deep learning model designer based on PyTorch.
Project description
NNDesigner
NNDesigner 是一个基于 PyTorch 的可视化深度学习模型设计工具,提供直观的图形界面来构建和管理神经网络模型。
功能特点
- 基于 PySide6 的现代化图形界面
- 支持拖拽式神经网络设计
- 多标签页模型管理
- 深色主题支持
- 节点搜索功能
- 可扩展的节点系统
环境要求
- Python >= 3.7
- PySide6
- NodeGraphQt
- PyTorch
- qdarkstyle (可选,用于界面美化)
安装
pip install nndesigner
使用方法
nndesigner
开发
git clone https://github.com/xiaoqiang-cheng/nndesigner.git
cd nndesigner
pip install -e .
NNDesigner (English)
NNDesigner is a visual deep learning model design tool based on PyTorch, providing an intuitive graphical interface for building and managing neural network models.
Features
- Modern GUI based on PySide6
- Drag-and-drop neural network design
- Multi-tab model management
- Dark theme support
- Node search functionality
- Extensible node system
Requirements
- Python >= 3.7
- PySide6
- NodeGraphQt
- PyTorch
- qdarkstyle (optional, for UI styling)
Installation
pip install nndesigner
Usage
nndesigner
Development
git clone https://github.com/xiaoqiang-cheng/nndesigner.git
cd nndesigner
pip install -e .
reference
https://chantonic.com/NodeGraphQt/api/examples/ex_overview.html
Project details
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