Neural Network for Digital Twin (NNDT)

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This is experimental library for unusual neural network applications. Description and docs will come soon!

Install

The last stable release:

pip install git+https://github.com/nndt-team/nndt.git

The developer release:

pip install git+https://github.com/nndt-team/nndt.git@dev

Installation for Windows with WSL

Test

For the test runs, configure your IDE to run test from test folder and assume nndt/nndt as a source root. Another option is to copy test into nndt folder and run all together.

Tutorials and examples

NOTE! This project is in an early stage. API and examples are changed every day.

Tutorials

1. Basics for space models
2. Data visualization

Examples for conference papers:

1. SDT2SDF conversion for the one object
2. Shape regression for two objects

Tests for manual evaluation

1. Shape interpolation
2. Mesh segmentation (supervised)
3. Eikonal equation solution (geodesic distance in 3D)