raamana / neuropredict

Easy and comprehensive assessment of predictive power, with support for neuroimaging features

https://raamana.github.io/neuropredict/

raamana/neuropredict Issues

ENH: adopt more sophisticated hyper param opt toolboxes
Updated 6 months ago
Classify workflow Outputs - not displaying .csv
Closed 8 months ago3
Option to read feature names from CSV
Updated a year ago
Attribute-based (such as site) stratification
Updated 3 years ago1
Enabling plug-in user-chosen models or hyper-parameters
Updated 3 years ago
R version
Updated 3 years ago2
Differences betw. frequency misclassified vs frequently correctly classified
Updated 4 years ago
ImportError: cannot import name 'MultiDatasetClassify'
Closed 4 years ago13
Allow user to use arbitrary Estimator via API
Updated 4 years ago
Add docs for all API, esp. CVResults
Updated 4 years ago
List of subjects with high frequency of large residuals
Updated 4 years ago
Attribute-contrained performance estimates
Updated 4 years ago2
feature request: covariates and ability to regress them
Closed 4 years ago1
update all docs and graphics to indicate users can try different models also
Updated 4 years ago1
Add new classifier: need of probability output?
Closed 4 years ago12
Classification blocked with multiple 1-dimensional features
Closed 4 years ago6
Make predictions in a new or held out dataset
Updated 4 years ago1
Produce ROC curves for binary experiments
Closed 5 years ago1
Regression output visualizations: residual plots
Closed 5 years ago2
Add documentation to help interpret the results and visualizations
Closed 5 years ago1
Testing for CLI usage
Closed 5 years ago1
Show confidence intervals in the violin plots for BalACC, AUC etc
Updated 5 years ago
Error when launching xgboost
Updated 5 years ago1
Best options choice for classification of small and unbalanced dataset
Updated 5 years ago5
Unable to launch multi-class classifier
Closed 5 years ago4
Integrate non-linear dim. reduction techniques
Updated 5 years ago1
Numpy warning during csv export
Updated 5 years ago2
Logging: Produce neuropredict own log
Updated 5 years ago
Print feature selection size before starting CV
Closed 5 years ago
does not accept int or float for -k
Closed 5 years ago1
CSV export fails when numpy.matlib not properly imported
Closed 5 years ago
Statistical tests on a test set
Updated 5 years ago17
Set up GitHub pages
Closed 5 years ago4
Option to impute missing features/data
Closed 5 years ago
CLI flag to print chosen options from an existing run
Closed 5 years ago1
xgboost API change
Updated 5 years ago
Option to save models from each iteration
Updated 6 years ago
Add component: statistical comparison
Updated 6 years ago3
Integrate Keras to offer support for CNN as a classifier.
Updated 6 years ago
Option to standardize/z-score data as part of preprocessing
Updated 7 years ago
Implement versioneer to automate versioning and releases
Closed 7 years ago7
Implement option to let user select number of features to select
Closed 7 years ago12
CLI doesnt run
Closed 7 years ago1
Conf matrices titles do not show feature set name
Closed 7 years ago1
How to add multiple features?
Closed 7 years ago10
IO error, unable to load features
Closed 7 years ago5
Way to input names to features
Updated 7 years ago
Add component: visualization of post-hoc results
Updated 7 years ago
Add component: Nemenyi posthoc analysis
Updated 7 years ago