7f71ee9265
* Add stuff * Change metrics documentation layout * Add stuff * Add stat scores * Change testing utils * Replace len(*.shape) with *.ndim * More descriptive error message for input formatting * Replace movedim with permute * PEP 8 compliance * WIP * Add reduce_scores function * Temporarily add back legacy class_reduce * Division with float * PEP 8 compliance * Remove precision recall * Replace movedim with permute * Add back tests * Add empty newlines * Add empty line * Fix permute * Fix some issues with old versions of PyTorch * Style changes in error messages * More error message style improvements * Fix typo in docs * Add more descriptive variable names in utils * Change internal var names * Break down error checking for inputs into separate functions * Remove the (N, ..., C) option in MD-MC * Simplify select_topk * Remove detach for inputs * Fix typos * Update pytorch_lightning/metrics/classification/utils.py Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> * Update docs/source/metrics.rst Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> * Minor error message changes * Update pytorch_lightning/metrics/utils.py Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> * Reuse case from validation in formatting * Refactor code in _input_format_classification * Small improvements * PEP 8 * Update pytorch_lightning/metrics/classification/utils.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/metrics/classification/utils.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update docs/source/metrics.rst Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Update pytorch_lightning/metrics/classification/utils.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Apply suggestions from code review Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Alphabetical reordering of regression metrics * Change default value of top_k and add error checking * Extract basic validation into separate function * Update to new top_k default * Update desciption of parameters in input formatting * Apply suggestions from code review Co-authored-by: Nicki Skafte <skaftenicki@gmail.com> * Check that probabilities in preds sum to 1 (for MC) * Fix coverage * Split accuracy and hamming loss * Remove old redundant accuracy * Minor changes * Fix imports * Improve docstring descriptions * Fix imports * Fix edge case and simplify testing * Fix docs * PEP8 * Reorder imports * Add top_k parameter * Update changelog * Update docstring * Update docstring * Reverse formatting changes for tests * Change parameter order * Remove formatting changes 2/2 * Remove formatting 3/3 * . * Improve description of top_k parameter * Apply suggestions from code review * Apply suggestions from code review Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Remove unneeded assert * Update pytorch_lightning/metrics/functional/accuracy.py Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> * Remove unneeded assert * Explicit checking of parameter values * Apply suggestions from code review Co-authored-by: Nicki Skafte <skaftenicki@gmail.com> * Apply suggestions from code review * Fix top_k checking * PEP8 * Don't check dist_sync in test * add back check_dist_sync_on_step * Make sure half-precision inputs are transformed (#5013) * Fix typo * Rename hamming loss to hamming distance * Fix tests for half precision * Fix docs underline length * Fix doc undeline length * Replace mdmc_accuracy parameter with subset_accuracy * Update changelog * Fix unwanted accuracy change * Enable top_k for ML prob inputs * Test that default threshold is 0.5 * Fix typo * Update top_k description in helpers * updates * Update styling and add back tests * Remove excess spaces * fix torch.where for old versions * fix linting * Update docstring * Fix docstring * Apply suggestions from code review (mostly docs) * Default threshold to None, accept only (0,1) * Change wrong threshold message * Improve documentation and add tests * Add back ddp tests * Change stat reduce method and default * Remove DDP tests and fix doctests * Fix doctest * Update changelog * Refactoring * Fix typo * Refactor * Increase coverage * Fix linting * Consistent use of backticks * Fix too long line in docs * Apply suggestions from code review * Fix deprecation test * Fix deprecation test * Default threshold back to 0.5 * Minor documentation fixes * Add types to tests Co-authored-by: Teddy Koker <teddy.koker@gmail.com> Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com> Co-authored-by: chaton <thomas@grid.ai> Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> Co-authored-by: Nicki Skafte <skaftenicki@gmail.com> Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com> |
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|---|---|---|
| .. | ||
| __init__.py | ||
| accuracy.py | ||
| average_precision.py | ||
| confusion_matrix.py | ||
| f_beta.py | ||
| hamming_distance.py | ||
| helpers.py | ||
| precision_recall.py | ||
| precision_recall_curve.py | ||
| roc.py | ||
| stat_scores.py | ||