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STVM_NLP_Research
Research code for the method described in "Can you tell? SSNet - a Sagittal Stratum-inspired Neural Network Framework for Sentiment Analysis"
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SSNet_predictions.py sometimes takes a very long time before training without any errors
#34
generic-github-user
opened
3 years ago
0
Test model(s) using text convolution layers
#33
generic-github-user
opened
3 years ago
0
Merging in changes from upstream repository
#32
generic-github-user
closed
3 years ago
0
Continuous integration?
#31
generic-github-user
opened
3 years ago
0
Ablation testing
#30
generic-github-user
opened
3 years ago
0
Refactor k-fold cross-validation code to improve concision
#29
generic-github-user
opened
3 years ago
0
Add more detailed logging
#28
generic-github-user
opened
3 years ago
0
Add additional tests
#27
generic-github-user
opened
3 years ago
0
Create diagrams of model/combiner architectures
#26
generic-github-user
opened
3 years ago
1
Refactor model training/testing scripts to reuse common functions
#25
generic-github-user
opened
3 years ago
0
Add instructions/steps for preparing data, running scripts, etc.
#24
generic-github-user
opened
3 years ago
0
Update syntax in model 1 scripts
#23
generic-github-user
opened
3 years ago
0
Why is float() used on a float literal in model_1_predict_25ktest.py?
#22
generic-github-user
opened
3 years ago
0
Use Pandas shuffle function instead of sample function in model_1.py?
#21
generic-github-user
opened
3 years ago
0
Rename min and max variables in model_1.py
#20
generic-github-user
opened
3 years ago
0
Remove unused imports from SSNet_predictions.py?
#19
generic-github-user
opened
3 years ago
0
Test bidirectional LSTM architecture
#18
generic-github-user
opened
3 years ago
0
Add command-line interface to scripts
#17
generic-github-user
opened
3 years ago
0
Edit variable/function names to improve readability
#16
generic-github-user
opened
3 years ago
0
Test attention-based text classification model
#15
generic-github-user
opened
3 years ago
0
Add hyperparameter optimization with Keras Tuner and/or Nevergrad
#14
generic-github-user
opened
3 years ago
0
Test model with and without punctuation/capitalization
#13
generic-github-user
opened
3 years ago
1
Add comments to code
#12
generic-github-user
opened
3 years ago
0
Visualize combiner predictions, losses, etc.
#11
generic-github-user
opened
3 years ago
0
Add option to execute single combiner strategy/heuristic (instead of all 3 at once)
#10
generic-github-user
opened
3 years ago
0
Highlight files in directory tree not included in repository
#9
generic-github-user
opened
3 years ago
0
Why is a section of code in train_predictor() repeated?
#8
generic-github-user
opened
3 years ago
0
Plot relationship between predictions made by different models/combiners
#7
generic-github-user
opened
3 years ago
0
Generate result tables within combiner script/notebook
#6
generic-github-user
opened
3 years ago
0
Automatically download data to correct location/use built-in dataset from TensorFlow?
#5
generic-github-user
opened
3 years ago
0
Generate Python mirror of IPython/Jupyter notebook
#4
generic-github-user
opened
3 years ago
0
Standardize file naming conventions
#3
generic-github-user
opened
3 years ago
0
Visualize combiner-generated weights
#2
generic-github-user
opened
3 years ago
0
Merge temporary branch
#1
generic-github-user
closed
3 years ago
0