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archelites

A MAP-Elites library for the AEC industry

archelites_documentation

A MAP-Elites for Generative Architectural Design

architext-ppo

Train Architext models with reinforcement learning.

butterfly

A plugin to connect Grasshopper3D to OpenFoam for CFD simulation

clasp

CLASP - Contrastive Language-Aminoacid Sequence Pretraining

convolutional_autoencoder

Code for a convolutional autoencoder written on python, theano, lasagne, nolearn

dalle-mini

DALL·E Mini - Generate images from a text prompt

dalle-mtf

Open-AI's DALL-E for large scale training in mesh-tensorflow.

dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

danbooru-tools

data-science-learning

Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.

daylightgan

Real-time daylight prediction using Rhinoceros3D, Grasshopper, Ladybug Tools and pyTorch

dcgan_code

Deep Convolutional Generative Adversarial Networks

design-intelligence

Where Machine Learning meets AEC

elm

Evolution Through Large Models Implementation

generative-models

Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

laion-3d

Collect large 3d dataset and build models

layout5

A mixed-initiative, co-creativity layout generation tool for Rhino/GH, done during the AECTech 2020 Hackathon

lstm-generative-and-discriminative

lstm-tensorflow

Yeah okay I switched to tensorflow this time

mesh-transformer-jax

Model parallel transformers in JAX and Haiku

ml

Collecting ideas and building components for ML in AEC

mlds

Material related to the 'Machine Learned Design Spaces' webinar over at TGIC

models

Models built with TensorFlow

phd_thesis

An open-ended approach to generative design

project-menu

See the issue board for the current status of active and prospective projects!

scipy-2016-sklearn

Scikit-learn tutorial at SciPy2016

score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations

sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).