cs281-final-project

Hierarchical Latent Dirichlet Allocation on Reddit comments - Andrew Mauboussin and Steven Barroqueiro

Breakdown by file:

experiment.py: Subreddit classification experiments
author_experiment.py: Authorship classification experiments
spectral.py: Spectral decomposition code
feature_selection.py: Dirichlet filter code
model.py: Core model code
params.py: Parameters for dataset creation
connect.py: Connect to sqlite database of reddit comments
make_dataset.py: Created dataset for first iteration of the project
make_dataset2.py: Created dataset for second iteration of the project
load.py: Helper functions for loading data
prepare.py: Helper functions for cleaning data

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
onlinehdp		onlinehdp
onlineldavb		onlineldavb
Authors.ipynb		Authors.ipynb
Baselines-author attribution.ipynb		Baselines-author attribution.ipynb
Baselines.ipynb		Baselines.ipynb
New Baseline.ipynb		New Baseline.ipynb
New TV Baseline.ipynb		New TV Baseline.ipynb
README.md		README.md
author_experiment.py		author_experiment.py
bigrams.ipynb		bigrams.ipynb
connect.py		connect.py
d filter.ipynb		d filter.ipynb
dirichlet experiment.ipynb		dirichlet experiment.ipynb
experiment.py		experiment.py
feature_selection.py		feature_selection.py
hLDA_and_spectral_method.ipynb		hLDA_and_spectral_method.ipynb
load.py		load.py
make_dataset.py		make_dataset.py
make_dataset2.py		make_dataset2.py
model.py		model.py
params.py		params.py
plot authors.ipynb		plot authors.ipynb
plot.ipynb		plot.ipynb
prepare.py		prepare.py
results.ipynb		results.ipynb
spectral.py		spectral.py

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