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3d-machine-learning

A resource repository for 3D machine learning

3d_face_class

3D Face Classification with Graph Neural Networks

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

bcf-api

Web service specification for BIM Collaboration Format

billofquantities

A Revit plugin to automatically create the Billf of Quantities of a project. This is a work in progress.

bim-classification-systems

A mirror of bim classification systems

bimprove_rdc

cookiecutter-fastapi

Cookiecutter template for FastAPI projects using: Machine Learning, Poetry, Azure Pipelines and Pytests

da4r-ifc2rvt

Revit Addin for converting a IFC file to RVT file via the Design Automation for Revit

deep_q_learning_maze

Implementation of Deep Q-learning to solve random mazes.

deepreinforcementlearning_navigation

Deep Reinforcement Learning algorithms to solve a navigation problem

dfl-colab

DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab

digitalbuildings

Digital Buildings (ontology and SDK) currently being used by Google internally to manage our own buildings.

donut-snake-agent

elementsplitter

engine_components

ewd

electrical wiring design

examples

Example implementations of IFC.js.

exploring-the-representational-power-of-graph-autoencoder

In this study, we explore the capacity of the graph autoencoder to capture important topological features of the graph in the embedding and study their effect on downstream learning.

forge-sparql

An Angular implementation with Autodesk Forge and a simple SPARQL query service

geometric-ifc

geometryjoin

Dynamo script written in python allowing for switch of geometry order

gnn-examples

Example code and applications for machine learning on Graphcore IPUs

gpt-gnn

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

graphsaint

[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).

groupclashes

An application to group clashes in Navisworks

ifc-lbd

IFC.js based IFC to Linked Building Data parsers

ifc2bot

IFC to BOT converter

ifc2sb

Generation of Space Boundaries based on IFC files for Building Simulation

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images