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Labeled Latent Dirichlet Allocation model implementation for spectral line classification on ALMA Astronomy Datacubes

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
JGibbLabeledLDA-master
JGibbLabeledLDA-master
 
 
catalogo_raw
catalogo_raw
 
 
catalogo_splat
catalogo_splat
 
 
catalogo_sql
catalogo_sql
 
 
codes_mmmss
codes_mmmss
 
 
llda_models
llda_models
 
 
llda_train_input
llda_train_input
 
 
results_casted_all_10it
results_casted_all_10it
 
 
results_casted_alma_10it
results_casted_alma_10it
 
 
results_casted_beta
results_casted_beta
 
 
scripts
scripts
 
 
test_data
test_data
 
 
.gitignore
.gitignore
 
 
Ejemplo Algoritmo.ipynb
Ejemplo Algoritmo.ipynb
 
 
README.md
README.md
 
 
Resultados Surveys.ipynb
Resultados Surveys.ipynb
 
 
Resultados.ipynb
Resultados.ipynb
 
 
Times.ipynb
Times.ipynb
 
 
casa_inference.py
casa_inference.py
 
 
casa_inference_batch.py
casa_inference_batch.py
 
 
get_accuracy_top1.sh
get_accuracy_top1.sh
 
 
get_accuracy_top5.sh
get_accuracy_top5.sh
 
 
get_mean_accuracy_all.sh
get_mean_accuracy_all.sh
 
 
get_precision_recall_spw100.sh
get_precision_recall_spw100.sh
 
 
get_precision_recall_spw100_top10.sh
get_precision_recall_spw100_top10.sh
 
 
get_precision_recall_spw100_top20.sh
get_precision_recall_spw100_top20.sh
 
 
get_precision_recall_spw100_top5.sh
get_precision_recall_spw100_top5.sh
 
 
get_precision_recall_spw200.sh
get_precision_recall_spw200.sh
 
 
get_precision_recall_spw200_top10.sh
get_precision_recall_spw200_top10.sh
 
 
get_precision_recall_spw200_top20.sh
get_precision_recall_spw200_top20.sh
 
 
get_precision_recall_spw200_top5.sh
get_precision_recall_spw200_top5.sh
 
 
get_precision_recall_spw30.sh
get_precision_recall_spw30.sh
 
 
get_precision_recall_spw30_top10.sh
get_precision_recall_spw30_top10.sh
 
 
get_precision_recall_spw30_top20.sh
get_precision_recall_spw30_top20.sh
 
 
get_precision_recall_spw30_top5.sh
get_precision_recall_spw30_top5.sh
 
 
get_tokens_len.sh
get_tokens_len.sh
 
 
get_vocabulary_batch.sh
get_vocabulary_batch.sh
 
 
get_vocabulary_len.sh
get_vocabulary_len.sh
 
 
inference.py
inference.py
 
 
inference_all.sh
inference_all.sh
 
 
inference_all_schilke.sh
inference_all_schilke.sh
 
 
inference_batch.py
inference_batch.py
 
 
inference_batch_csv.py
inference_batch_csv.py
 
 
inference_csv.py
inference_csv.py
 
 
inference_examples.sh
inference_examples.sh
 
 
inference_synthetic.py
inference_synthetic.py
 
 
inference_times.py
inference_times.py
 
 
models_frequency_expansion_0.00050_x3.sh
models_frequency_expansion_0.00050_x3.sh
 
 
models_frequency_expansion_0.00100_x3.sh
models_frequency_expansion_0.00100_x3.sh
 
 
models_frequency_expansion_0.00200_x3.sh
models_frequency_expansion_0.00200_x3.sh
 
 
models_frequency_expansion_0.01000_x3.sh
models_frequency_expansion_0.01000_x3.sh
 
 
models_metadata.dmp
models_metadata.dmp
 
 
results_plots.py
results_plots.py
 
 
results_plots_v2.py
results_plots_v2.py
 
 
results_survey_plots.py
results_survey_plots.py
 
 
spectral-line-classification-topic-models-radioastronomy-thesis.pdf
spectral-line-classification-topic-models-radioastronomy-thesis.pdf
 
 
train_auto.py
train_auto.py
 
 
train_auto_batch.sh
train_auto_batch.sh
 
 
training_times.dat
training_times.dat
 
 
training_times.py
training_times.py
 
 

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Labeled Latent Dirichlet Allocation model implementation for spectral line classification on ALMA Astronomy Datacubes

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astronomy topic-modeling spectral-lines llda

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