> Arxiv
This is a tensorflow implementation for both of the Autoencoded Topic Models mentioned in the paper.
To run the prodLDA model in the 20Newgroup dataset:
CUDA_VISIBLE_DEVICES=0 python run.py -m prodlda -f 100 -s 100 -t 50 -b 200 -r 0.002 -e 80
Similarly for NVLDA:
CUDA_VISIBLE_DEVICES=0 python run.py -m nvlda -f 100 -s 100 -t 50 -b 200 -r 0.005 -e 300
Check run.py for other options.