Merged

Add precision classification metric#2293
laggui merged 31 commits intotracel-ai:mainfrom tsanona:add-to-metrics

Add precision classification metric#2293

Merged

laggui merged 31 commits intotracel-ai:mainfrom tsanona:add-to-metrics

Nov 20, 2024

Commits on Sep 21, 2024

Implement confusion matrix and precision, first draft
Tiago Sanona
committedSep 21, 2024
Implement confusion matrix
Tiago Sanona
committedSep 21, 2024
format :D
Tiago Sanona
committedSep 21, 2024
add agg type to cm, reformat debug representation add testing.
Tiago Sanona
committedSep 21, 2024
formating and tiny refactor
Tiago Sanona
committedSep 21, 2024
add ClassificationMetric trait, rename variables and types, move test module to lib.rs make precision a classification metric.
Tiago Sanona
committedSep 21, 2024
change unwrap to expect
Tiago Sanona
committedSep 21, 2024
update book
Tiago Sanona
committedSep 21, 2024

Commits on Sep 22, 2024

remove unused code
Tiago Sanona
committedSep 22, 2024
changes to make reusing code easier
Tiago Sanona
committedSep 22, 2024
format :D
Tiago Sanona
committedSep 22, 2024

Commits on Sep 24, 2024

change to static data tests
Tiago Sanona
committedSep 24, 2024

Commits on Oct 14, 2024

remove classification metric trait, add auxiliary code for classification input, clarify descriptions, remove dead code, rename some objects
Tiago Sanona
committedOct 14, 2024

Commits on Oct 21, 2024

move classification objects to classification.rs, use rstest, remove approx lib and use tensordata asserts, move aggregate and average functions to ConfusionStats implementation
Tiago Sanona
committedOct 21, 2024

Commits on Oct 23, 2024

review docstring, add top_k for multiclass tasks.
Tiago Sanona
committedOct 23, 2024

Commits on Oct 25, 2024

move class averaging and metric computation to metric implementation, make dummy data more predictable and add tests for top_k > 1
Tiago Sanona
committedOct 25, 2024
change struct and var names
Tiago Sanona
committedOct 25, 2024

Commits on Oct 26, 2024

Merge branch 'main' into add-to-metrics
Tiago Sanona
committedOct 26, 2024

Commits on Oct 30, 2024

rename params, enforce nonzero for top_k param, optimize one_hot for case num_class = 1, reformat dummy data, make use of derive(new) for metric init.
Tiago Sanona
committedOct 30, 2024

Commits on Nov 1, 2024

add adaptor por classification input, correct one hot function
Tiago Sanona
committedNov 1, 2024

Commits on Nov 8, 2024

define default for ClassReduction, derive new for Precision metric with class_reduction as default and new setter implementation, move NonZerousize boundary to confusion_stats
Tiago Sanona
committedNov 8, 2024
Merge branch 'main' into add-to-metrics
Tiago Sanona
committedNov 8, 2024
expose PrecisionMetric, change metric initialization
Tiago Sanona
committedNov 8, 2024

Commits on Nov 16, 2024

check one_hot input tensor has more than 1 classes and correct it's implementation, deal with classification output with 1 class, make macro average default, expose ClassReduction type and split pr…
Tiago Sanona
committedNov 16, 2024
Merge branch 'main' into add-to-metrics
Tiago Sanona
committedNov 16, 2024
implement adaptor for MultilabelClassificationOutput and ClassificationInput
Tiago Sanona
committedNov 16, 2024

Commits on Nov 18, 2024

change with_top_k to take usize
Tiago Sanona
committedNov 18, 2024
Merge branch 'main' into add-to-metrics
Tiago Sanona
committedNov 18, 2024
Add precision config for binary, multiclass and multilabel
laggui
committedNov 18, 2024
Fix dummy_classification_input
laggui
committedNov 18, 2024

Commits on Nov 19, 2024

make PrecisionMetric public
Tiago Sanona
committedNov 19, 2024