cdvae
Material generator
A software framework for generating periodic structures of materials by learning from data
An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]
253 stars
3 watching
98 forks
Language: Python
last commit: 4 months ago
Linked from 1 awesome list
tilde-lab/awesome-materials-informaticsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 digdgeo/ndvi2gif | A Python library to generate composites of seasonal remote sensing indexes based on various statistics and datasets. | 27 |
 jonhiller/voxelyze | A library for simulating the behavior of 3D objects made up of multiple materials under various loads. | 74 |
 materialsvirtuallab/maml | A toolkit for machine learning in materials science, enabling the development of predictive models and simulations. | 376 |
 exabyte-io/esse | Provides data format definitions and examples for digital materials science | 6 |
 budecosystem/code-millenials | A state-of-the-art open-source code generation model with human evaluability score comparable to GPT-4 and Google's proprietary models. | 20 |
 cdoersch/vae_tutorial | An open-source implementation of Variational Autoencoders and Conditional Variational Autoencoders for image reconstruction tasks | 503 |
 digikrafting/blender_addon_pbr | An addon for Blender that automates the creation of PBR materials and nodes in 3D modeling software. | 35 |
 antmicro/gerber2blend | Converts Gerber files into Blender 3D models | 10 |
 cdklabs/jsii-docgen | Generates reference documentation for JavaScript libraries and frameworks. | 51 |
 materialsintelligence/mat2vec | Unsupervised word embeddings capture latent knowledge from materials science literature | 624 |
 reactionmechanismgenerator/rmg-py | Automatically generates chemical reaction mechanisms based on thermodynamic and kinetic data | 400 |
 michaellyu/vue-generator | Creates initial router and components structure for Vue projects. | 7 |
 cpetry/texturegenerator-online | An online application for generating procedural textures using JavaScript | 110 |
 janosh/pymatviz | A toolkit for visualizing data in materials science and informatics | 177 |
 partech/sitecore.codegenerator | Automates code generation for Sitecore templates using T4 templates and serialized data | 0 |