particle_filter_lm

Particle-filter based language model (implements Variational Sequential Monte Carlo (VSMC) / FIVO for a language model)

This also has some experiments on fitting HMMs using sEM and variational inference - implemented as thesis research.

Name		Name	Last commit message	Last commit date
Latest commit History 140 Commits
data		data
doc		doc
final_runtime_logs		final_runtime_logs
misspecified_log		misspecified_log
plots		plots
src		src
take_2		take_2
.flake8		.flake8
.gitignore		.gitignore
README.md		README.md
checkpoint.sh		checkpoint.sh
condense.py		condense.py
eval_true_log_marginal.py		eval_true_log_marginal.py
fit_gru_to_matrix.py		fit_gru_to_matrix.py
fit_lstm_to_matrix.py		fit_lstm_to_matrix.py
generate_em_vi_data.py		generate_em_vi_data.py
getdata.sh		getdata.sh
launch.py		launch.py
main.py		main.py
plot_trajectories.py		plot_trajectories.py
run_hmm_exp.py		run_hmm_exp.py
run_inference_vi_test.py		run_inference_vi_test.py
run_mos_exp.py		run_mos_exp.py
run_vi_exp.py		run_vi_exp.py

rachtsingh/particle_filter_lm