MLnode is a project that aims to provide a no-code environment and a platform similar to a node editor for developing numerical mathematics, deep learning models, testing models, and developing deep learning/machine learning pipelines.
Major motivation is to provide a more visual and provide a no-code platform for developing deep learning models. This project is inspired by Blender's Geometry Nodes and aims to provide a similar experience for developing deep learning models.
Project is still in project phase, so there is no installation guide for now. But you can clone the project and run it on your local machine by following the steps below.
git clone https://github.com/ShubhamMishra1611/MLnode.git
cd MLnode
pip install -r requirements.txt # Please install pytorch as per your system configuration
python main.py
This project is inspired by Blender's Geometry Nodes, and its usage is quite similar. To get started, follow the steps below:
File -> New
or press Ctrl+N
.File -> Open
or press Ctrl+O
.The aim is to provide an interface similar to Blender's Geometry Nodes.
The features of this project are mainly the nodes available for development. The following nodes are currently available:
np.ndarray
of shape (input_value, input_value+1)
.ndtype
of the tensor after all operations.There are various ways to contribute to the project: