S-E-D-A/SEDA-ML-Summarization
Here we explore and build an unsupervised deep belief network with the goal of becoming a commercially viable extractive text summarization tool.
PythonApache-2.0
Issues
- 0
Remove requirement for validation/test set in DBN
#38 opened by jsalhi - 0
- 1
Generalizing features_to_dict.py
#36 opened by pcannons - 1
Script to index a general PDF file
#35 opened by pcannons - 1
- 0
- 0
Enable Solr cores re-loading on restart
#33 opened by pcannons - 2
- 0
Add data/ to .gitignore and make sure load_data creates ../data folder if it is non existent
#29 opened by pcannons - 0
SVM Method Comparison
#12 opened by hkuhn - 0
trainTopic.sh to run the entire process of training a topic: indexing, RBM training, and evaluation
#27 opened by pcannons - 5
Script to run tf query on a single document
#28 opened by pcannons - 1
Extending DBN_Symmetric_RBM.py to take queries
#31 opened by pcannons - 2
Given tf query, after running topic set through RBM, tokenize the tf query document into arrays of arrays
#26 opened by pcannons - 0
- 5
Automatically pull Australian dataset
#24 opened by pcannons - 2
- 5
- 2
- 2
Extensive Testing
#19 opened by hkuhn - 1
Set up Solr indexing of files
#10 opened by pcannons - 0
- 0
Break down paper components
#5 opened by pcannons - 0
Reconstruction validation
#3 opened by pcannons - 0
Concepts extraction
#4 opened by pcannons - 1
SOLR-Side Prepping for Python Script
#22 opened by hkuhn - 1
SOLR-Side Data Formatting
#21 opened by hkuhn - 0
Format Data for SOLR
#20 opened by hkuhn - 0
4) Solve the Optimization Problem
#16 opened by hkuhn - 0
3) Calculate importance of every sentence In_t
#15 opened by hkuhn - 0
2) Word Extraction from Importance Matrix AF
#14 opened by hkuhn - 1
1) Calculate Importance Matrix AF
#13 opened by hkuhn - 0
Set-up Python environment in vagrant
#17 opened by pcannons - 0
Convert set-up to use BLAS for Theano
#18 opened by pcannons - 0
Summary generation
#2 opened by pcannons - 1
- 2
Install Solr with vagrant
#8 opened by pcannons - 0
Concepts extraction
#1 opened by pcannons