Pinned Repositories
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.
dalle-mini
DALL·E Mini - Generate images from a text prompt
DaylightGAN
Real-time daylight prediction using Rhinoceros3D, Grasshopper, Ladybug Tools and pyTorch
Layout5
A mixed-initiative, co-creativity layout generation tool for Rhino/GH, done during the AECTech 2020 Hackathon
MLDS
Material related to the 'Machine Learned Design Spaces' webinar over at TGIC
taming-transformers
x-clip
A concise but complete implementation of CLIP with various experimental improvements from recent papers
TheodoreGalanos's Repositories
TheodoreGalanos/DaylightGAN
Real-time daylight prediction using Rhinoceros3D, Grasshopper, Ladybug Tools and pyTorch
TheodoreGalanos/Layout5
A mixed-initiative, co-creativity layout generation tool for Rhino/GH, done during the AECTech 2020 Hackathon
TheodoreGalanos/MLDS
Material related to the 'Machine Learned Design Spaces' webinar over at TGIC
TheodoreGalanos/archElites
A MAP-Elites library for the AEC industry
TheodoreGalanos/ArchElites_documentation
A MAP-Elites for Generative Architectural Design
TheodoreGalanos/architext-ppo
Train Architext models with reinforcement learning.
TheodoreGalanos/dalle-mini
DALL·E Mini - Generate images from a text prompt
TheodoreGalanos/taming-transformers
TheodoreGalanos/x-clip
A concise but complete implementation of CLIP with various experimental improvements from recent papers
TheodoreGalanos/clasp
CLASP - Contrastive Language-Aminoacid Sequence Pretraining
TheodoreGalanos/DALLE-mtf
Open-AI's DALL-E for large scale training in mesh-tensorflow.
TheodoreGalanos/DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
TheodoreGalanos/danbooru-tools
TheodoreGalanos/data-science-learning
Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.
TheodoreGalanos/Design-Intelligence
Where Machine Learning meets AEC
TheodoreGalanos/ELM
Evolution Through Large Models Implementation
TheodoreGalanos/generative-models
Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.
TheodoreGalanos/gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
TheodoreGalanos/laion-3d
Collect large 3d dataset and build models
TheodoreGalanos/mesh-transformer-jax
Model parallel transformers in JAX and Haiku
TheodoreGalanos/ML
Collecting ideas and building components for ML in AEC
TheodoreGalanos/models
Models built with TensorFlow
TheodoreGalanos/PhD_Thesis
An open-ended approach to generative design
TheodoreGalanos/project-menu
See the issue board for the current status of active and prospective projects!
TheodoreGalanos/scipy-2016-sklearn
Scikit-learn tutorial at SciPy2016
TheodoreGalanos/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations
TheodoreGalanos/sequence_gan
Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
TheodoreGalanos/soft-prompt-tuning
TheodoreGalanos/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
TheodoreGalanos/vdvae
Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"