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samjmolyneux
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eppi-text-classification
Classifying papers by their abstracts and titles.
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Add limits that cleverly enforce the size of datasets that can be used
#45
samjmolyneux
opened
1 week ago
1
update readme to include setup instructions
#44
samjmolyneux
closed
1 week ago
0
Dev
#43
samjmolyneux
closed
1 week ago
0
SQLite may not work on azure because its an NFS
#42
samjmolyneux
closed
1 week ago
3
threshold slider for models
#41
samjmolyneux
opened
4 weeks ago
0
Figure out why pip managed to resolve the dependencies but uv did not
#40
samjmolyneux
closed
1 week ago
4
Check out renovate
#39
samjmolyneux
opened
4 weeks ago
0
Create main.yml
#38
samjmolyneux
closed
1 month ago
0
Look at using a different metric to ROC
#37
samjmolyneux
opened
1 month ago
0
Do the log decision plot.
#36
samjmolyneux
opened
1 month ago
1
should refactor opt so that the only requirement to add new model is to add the dataclass and the params.
#35
samjmolyneux
opened
1 month ago
0
Add functionality for the opt.py to automatically adjust the scale_pos_weights
#34
samjmolyneux
closed
1 week ago
0
Use If TYPECHECKING for imports that are only used for typechecking
#33
samjmolyneux
closed
1 month ago
0
Experiment with faster lemmatization/word processing
#32
samjmolyneux
opened
1 month ago
1
Test python 3.12 speed performance improvements for get_features()
#31
samjmolyneux
closed
1 month ago
0
Confidence Values vs Recall Graph
#30
samjmolyneux
opened
1 month ago
0
Ensure that the number of processes is accurately acquired.
#29
samjmolyneux
opened
1 month ago
0
Fix log decision plots
#28
samjmolyneux
closed
1 month ago
0
Change middle line for decision plot, so that the threshold line is in the middle
#27
samjmolyneux
closed
1 month ago
3
decide whether to use original or new decision plot??
#26
samjmolyneux
closed
1 month ago
0
change probs to raw in the notebooks, then add the probs methods back to predict.py
#25
samjmolyneux
closed
1 month ago
0
Change the predict method in opt.py to use raw formulation
#24
samjmolyneux
closed
1 month ago
0
handle no non zero case in the shap_plotter decision plot
#23
samjmolyneux
opened
2 months ago
0
Show looping on same parameters to get better outputs on models
#22
samjmolyneux
opened
2 months ago
0
Set Correct parameter ranges for optimisation scripts
#21
samjmolyneux
opened
2 months ago
0
What is the use case for the mutliclass ones?
#20
samjmolyneux
closed
2 months ago
1
Bert model working
#19
samjmolyneux
opened
2 months ago
0
ROC plot with validation and testing lines
#18
samjmolyneux
opened
2 months ago
0
Train Test Validation Confusion Matrix Plot
#17
samjmolyneux
closed
1 week ago
0
Adding the notebooks for the other binary models
#16
samjmolyneux
closed
1 month ago
0
Grid Search Working
#15
samjmolyneux
opened
2 months ago
0
Confidence Values vs Number of Values Plot
#14
samjmolyneux
opened
2 months ago
0
Get Multiclass Plots Working
#13
samjmolyneux
opened
2 months ago
0
Add compatibility for the logistic regression model
#12
samjmolyneux
opened
2 months ago
0
Get shap plots in html
#11
samjmolyneux
opened
2 months ago
0
Write Tests
#10
samjmolyneux
closed
1 week ago
0
Write documentation
#9
samjmolyneux
closed
1 month ago
0
Run tests to make sure that the decision plot prediction is always the same as the actual prediction.
#8
samjmolyneux
closed
1 week ago
0
Adjust the labels for the decision plot
#7
samjmolyneux
closed
2 months ago
0
Remove false spines from decision plot and dot plot
#6
samjmolyneux
closed
2 months ago
0
resolve the texts sides problem in decision problem
#5
samjmolyneux
closed
2 months ago
0
check the log scale method for the decision plot
#4
samjmolyneux
closed
2 months ago
1
Add a train_val_test confusion plot
#3
samjmolyneux
closed
2 months ago
0
Add grid searches to notebooks
#2
samjmolyneux
closed
2 months ago
0
Upload to ARC website
#1
samjmolyneux
opened
2 months ago
0