Pinned Repositories
audio_generation
Experiments in neural networks for audio generation.
backprop-alts
This repository has implementations of various alternatives to backpropagation for training neural networks.
energy_transformer
Pytorch implementation of an energy transformer - an energy-based reccurrent variant of the transformer.
forecasting
Repository containing time-series analysis methods, including neural Koopman operators.
hippocampi
Implementations of models of the hippocampus.
image-dataset-utils
Some helpful scripts I have for working with image datasets.
jepa
Experiments in Joint Embedding Predictive Architectures (JEPAs).
misc
Misc files, e.g. a minimal diffusion model and Koopman learning.
neural-file-sorter
A neural network based file sorter. Trains an autoencoder to sort images or audio based on the similarity of their encodings, or uses the OpenAI CLIP model.
thought-and-memory
Investigations into transformers with memory.
LumenPallidium's Repositories
LumenPallidium/jepa
Experiments in Joint Embedding Predictive Architectures (JEPAs).
LumenPallidium/neural-file-sorter
A neural network based file sorter. Trains an autoencoder to sort images or audio based on the similarity of their encodings, or uses the OpenAI CLIP model.
LumenPallidium/backprop-alts
This repository has implementations of various alternatives to backpropagation for training neural networks.
LumenPallidium/energy_transformer
Pytorch implementation of an energy transformer - an energy-based reccurrent variant of the transformer.
LumenPallidium/audio_generation
Experiments in neural networks for audio generation.
LumenPallidium/thought-and-memory
Investigations into transformers with memory.
LumenPallidium/hippocampi
Implementations of models of the hippocampus.
LumenPallidium/misc
Misc files, e.g. a minimal diffusion model and Koopman learning.
LumenPallidium/forecasting
Repository containing time-series analysis methods, including neural Koopman operators.
LumenPallidium/image-dataset-utils
Some helpful scripts I have for working with image datasets.
LumenPallidium/info-geo-tutorial
This is a repository for a tutorial on information geometry, using JAX.
LumenPallidium/morphogenesis
Computational models of the patterns of nature.
LumenPallidium/quantization-maps
A repository containing tools for vector quantization and (modern) self-organizing maps.