Alex B Kiefer's repositories
capsnet-experiments
Experiments with variations on the CapsNet architecture using predictive coding and multiple capsule layers
transformer
Pytorch implementation of the Transformer architecture
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
policy-embeddings
Experiments using policy embeddings and clustering to efficiently explore policy spaces for POMDPs
pymdp
A Python implementation of active inference for Markov Decision Processes
python-UL
Command line tools for unsupervised learning in python/numPy
pytorch-pretrained-BigGAN
🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
wake-sleep-modifications
Implementations of some modified versions of the wake-sleep algorithm for training a directed neural network with independent bernoulli priors on MNIST.