Search is not available for this dataset
repo_id stringlengths 12 110 | file_path stringlengths 24 164 | content stringlengths 3 89.3M | __index_level_0__ int64 0 0 |
|---|---|---|---|
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/pairwise/cosine_similarity.rst | .. customcarditem::
:header: Pairwise Cosine Similarity
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/translation.svg
:tags: Pairwise
.. include:: ../links.rst
#################
Cosine Similarity
#################
Functional Interface
____________________
.. autofunction:: torchmetrics.f... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/modified_panoptic_quality.rst | .. customcarditem::
:header: Modified Panoptic Quality
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Detection
.. include:: ../links.rst
#########################
Modified Panoptic Quality
#########################
.. include:: ../links.rst
Module Interfac... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/panoptic_quality.rst | .. customcarditem::
:header: Panoptic Quality
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Detection
.. include:: ../links.rst
################
Panoptic Quality
################
Module Interface
________________
.. autoclass:: torchmetrics.detection.Panop... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/generalized_intersection_over_union.rst | .. customcarditem::
:header: Generalized Intersection Over Union (gIoU)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/object_detection.svg
:tags: Detection
.. include:: ../links.rst
##########################################
Generalized Intersection Over Union (gIoU)
######################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/distance_intersection_over_union.rst | .. customcarditem::
:header: Distance Intersection Over Union (dIoU)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/object_detection.svg
:tags: Detection
.. include:: ../links.rst
#######################################
Distance Intersection Over Union (dIoU)
###############################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/complete_intersection_over_union.rst | .. customcarditem::
:header: Complete Intersection Over Union (cIoU)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/object_detection.svg
:tags: Detection
.. include:: ../links.rst
#######################################
Complete Intersection Over Union (cIoU)
###############################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/mean_average_precision.rst | .. customcarditem::
:header: Mean-Average-Precision (mAP)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/object_detection.svg
:tags: Detection
.. include:: ../links.rst
############################
Mean-Average-Precision (mAP)
############################
Module Interface
________________
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/detection/intersection_over_union.rst | .. customcarditem::
:header: Intersection Over Union (IoU)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/object_detection.svg
:tags: Detection
.. include:: ../links.rst
#############################
Intersection Over Union (IoU)
#############################
Module Interface
_____________... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/kl_divergence.rst | .. customcarditem::
:header: KL Divergence
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#############
KL Divergence
#############
Module Interface
________________
.. autoclass:: torchmetrics.KLDivergence
:ex... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/log_cosh_error.rst | .. customcarditem::
:header: Log Cosh Error
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
##############
Log Cosh Error
##############
Module Interface
________________
.. autoclass:: torchmetrics.LogCoshError
:ex... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/kendall_rank_corr_coef.rst | .. customcarditem::
:header: Kendall Rank Correlation Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
########################
Kendall Rank Corr. Coef.
########################
Module Interface
______________... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/spearman_corr_coef.rst | .. customcarditem::
:header: Spearman Correlation Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
####################
Spearman Corr. Coef.
####################
Module Interface
________________
.. autoclass... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/mean_absolute_error.rst | .. customcarditem::
:header: Mean Absolute Error (MAE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#########################
Mean Absolute Error (MAE)
#########################
Module Interface
________________
.. a... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/mean_squared_log_error.rst | .. customcarditem::
:header: Mean Squared Log Error (MSLE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#############################
Mean Squared Log Error (MSLE)
#############################
Module Interface
______... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/r2_score.rst | .. customcarditem::
:header: R2 Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
########
R2 Score
########
Module Interface
________________
.. autoclass:: torchmetrics.R2Score
:exclude-members: update, comput... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/explained_variance.rst | .. customcarditem::
:header: Explained Variance
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
##################
Explained Variance
##################
Module Interface
________________
.. autoclass:: torchmetrics.Expl... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/symmetric_mean_absolute_percentage_error.rst | .. customcarditem::
:header: Symmetric Mean Absolute Percentage Error (SMAPE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
################################################
Symmetric Mean Absolute Percentage Error (SMAP... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/tweedie_deviance_score.rst | .. customcarditem::
:header: Tweedie Deviance Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
######################
Tweedie Deviance Score
######################
Module Interface
________________
.. autoclass:: t... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/minkowski_distance.rst | .. customcarditem::
:header: Minkowski Distance
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
##################
Minkowski Distance
##################
Module Interface
________________
.. autoclass:: torchmetrics.Mink... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/mean_squared_error.rst | .. customcarditem::
:header: Mean Squared Error (MSE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
########################
Mean Squared Error (MSE)
########################
Module Interface
________________
.. autoc... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/mean_absolute_percentage_error.rst | .. customcarditem::
:header: Mean Absolute Percentage Error (MAPE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#####################################
Mean Absolute Percentage Error (MAPE)
##############################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/pearson_corr_coef.rst | .. customcarditem::
:header: Pearson Correlation Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
###################
Pearson Corr. Coef.
###################
Module Interface
________________
.. autoclass:: t... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/concordance_corr_coef.rst | .. customcarditem::
:header: Concordance Correlation Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#######################
Concordance Corr. Coef.
#######################
Module Interface
________________
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/cosine_similarity.rst | .. customcarditem::
:header: Cosine Similarity
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#################
Cosine Similarity
#################
Module Interface
________________
.. autoclass:: torchmetrics.CosineSi... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/weighted_mean_absolute_percentage_error.rst | .. customcarditem::
:header: Weighted Mean Absolute Percentage Error (WMAPE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
#############
Weighted MAPE
#############
Module Interface
________________
.. autoclass:: tor... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/regression/rse.rst | .. customcarditem::
:header: Relative Squared Error
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Regression
.. include:: ../links.rst
############################
Relative Squared Error (RSE)
############################
Module Interface
________________... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/nominal/theils_u.rst | .. customcarditem::
:header: Theil's U
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Nominal
.. include:: ../links.rst
#########
Theil's U
#########
Module Interface
________________
.. autoclass:: torchmetrics.nominal.TheilsU
:exclude-members: updat... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/nominal/fleiss_kappa.rst | .. customcarditem::
:header: Fleiss Kappa
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Nominal
.. include:: ../links.rst
############
Fleiss Kappa
############
Module Interface
________________
.. autoclass:: torchmetrics.nominal.FleissKappa
:exclud... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/nominal/pearsons_contingency_coefficient.rst | .. customcarditem::
:header: Pearson's Contingency Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Nominal
.. include:: ../links.rst
#################################
Pearson's Contingency Coefficient
#################################
Module Int... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/nominal/tschuprows_t.rst | .. customcarditem::
:header: Tschuprow's T
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Nominal
.. include:: ../links.rst
#############
Tschuprow's T
#############
Module Interface
________________
.. autoclass:: torchmetrics.nominal.TschuprowsT
:ex... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/nominal/cramers_v.rst | .. customcarditem::
:header: Cramer's V
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Nominal
.. include:: ../links.rst
##########
Cramer's V
##########
Module Interface
________________
.. autoclass:: torchmetrics.nominal.CramersV
:exclude-members: ... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/hinge_loss.rst | .. customcarditem::
:header: Hinge Loss
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
##########
Hinge Loss
##########
Module Interface
________________
.. autoclass:: torchmetrics.HingeLoss
:exclude-members: ... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/group_fairness.rst | .. customcarditem::
:header: Group Fairness
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
##############
Group Fairness
##############
Module Interface
________________
BinaryFairness
^^^^^^^^^^^^^^
.. autoclass:... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/precision_at_fixed_recall.rst | .. customcarditem::
:header: Recall At Fixed Precision
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#########################
Precision At Fixed Recall
#########################
Module Interface
________________
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/hamming_distance.rst | .. customcarditem::
:header: Hamming Distance
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
################
Hamming Distance
################
Module Interface
________________
.. autoclass:: torchmetrics.HammingD... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/cohen_kappa.rst | .. customcarditem::
:header: Cohen Kappa
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###########
Cohen Kappa
###########
Module Interface
________________
.. autoclass:: torchmetrics.CohenKappa
:exclude-memb... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/average_precision.rst | .. customcarditem::
:header: Average Precision
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#################
Average Precision
#################
Module Interface
________________
.. autoclass:: torchmetrics.Aver... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/confusion_matrix.rst | .. customcarditem::
:header: Confusion Matrix
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
################
Confusion Matrix
################
Module Interface
________________
.. autoclass:: torchmetrics.Confusio... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/jaccard_index.rst | .. customcarditem::
:header: Jaccard Index
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#############
Jaccard Index
#############
Module Interface
________________
.. autoclass:: torchmetrics.JaccardIndex
:ex... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/stat_scores.rst | .. customcarditem::
:header: Stat Scores
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###########
Stat Scores
###########
Module Interface
________________
.. autoclass:: torchmetrics.StatScores
:exclude-memb... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/recall.rst | .. customcarditem::
:header: Recall
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
######
Recall
######
Module Interface
________________
.. autoclass:: torchmetrics.Recall
:exclude-members: update, compute
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/specificity_at_sensitivity.rst | .. customcarditem::
:header: Specificity At Sensitivity
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
##########################
Specificity At Sensitivity
##########################
Module Interface
______________... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/specificity.rst | .. customcarditem::
:header: Specificity
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###########
Specificity
###########
Module Interface
________________
.. autoclass:: torchmetrics.Specificity
:exclude-mem... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/roc.rst | .. customcarditem::
:header: Receiver Operating Characteristic Curve (ROC)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###
ROC
###
Module Interface
________________
.. autoclass:: torchmetrics.ROC
:exclude-m... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/precision.rst | .. customcarditem::
:header: Precision
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#########
Precision
#########
Module Interface
________________
.. autoclass:: torchmetrics.Precision
:exclude-members: upda... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/auroc.rst | .. customcarditem::
:header: Area Under the Receiver Operating Characteristic Curve (AUROC)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#####
AUROC
#####
Module Interface
________________
.. autoclass:: torchmet... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/accuracy.rst | .. customcarditem::
:header: Accuracy
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
########
Accuracy
########
Module Interface
________________
.. autoclass:: torchmetrics.Accuracy
:exclude-members: update, c... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/fbeta_score.rst | .. customcarditem::
:header: F-Beta Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
############
F-Beta Score
############
Module Interface
________________
.. autoclass:: torchmetrics.FBetaScore
:exclude-... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/precision_recall_curve.rst | .. customcarditem::
:header: Precision Recall Curve
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
######################
Precision Recall Curve
######################
Module Interface
________________
.. autoclass... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/f1_score.rst | .. customcarditem::
:header: F-1 Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#########
F-1 Score
#########
Module Interface
________________
.. autoclass:: torchmetrics.F1Score
:exclude-members: update... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/label_ranking_loss.rst | .. customcarditem::
:header: Label Ranking Loss
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
##################
Label Ranking Loss
##################
Module Interface
________________
.. autoclass:: torchmetrics.... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/matthews_corr_coef.rst | .. customcarditem::
:header: Matthews Correlation Coefficient
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
################################
Matthews Correlation Coefficient
################################
Module ... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/coverage_error.rst | .. customcarditem::
:header: Coverage Error
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
##############
Coverage Error
##############
Module Interface
________________
.. autoclass:: torchmetrics.classification.M... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/recall_at_fixed_precision.rst | .. customcarditem::
:header: Recall At Fixed Precision
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#########################
Recall At Fixed Precision
#########################
Module Interface
________________
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/dice.rst | .. customcarditem::
:header: Dice
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
####
Dice
####
Module Interface
________________
.. autoclass:: torchmetrics.Dice
:exclude-members: update, compute
Functional I... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/exact_match.rst | .. customcarditem::
:header: Exact Match
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###########
Exact Match
###########
Module Interface
________________
.. autoclass:: torchmetrics.ExactMatch
:exclude-memb... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/calibration_error.rst | .. customcarditem::
:header: Calibration Error
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
#################
Calibration Error
#################
Module Interface
________________
.. autoclass:: torchmetrics.Cali... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/classification/label_ranking_average_precision.rst | .. customcarditem::
:header: Label Ranking Average Precision
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/tabular_classification.svg
:tags: Classification
.. include:: ../links.rst
###############################
Label Ranking Average Precision
###############################
Module Inte... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/rand_score.rst | .. customcarditem::
:header: Rand Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
##########
Rand Score
##########
Module Interface
________________
.. autoclass:: torchmetrics.clustering.RandScore
:exclude-members: update, ... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/completeness_score.rst | .. customcarditem::
:header: Completeness Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
##################
Completeness Score
##################
Module Interface
________________
.. autoclass:: torchmetrics.clustering.Complete... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/normalized_mutual_info_score.rst | .. customcarditem::
:header: Normalized Mutual Information Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
###################################
Normalized Mutual Information Score
###################################
Module Interfa... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/adjusted_mutual_info_score.rst | .. customcarditem::
:header: Adjusted Mutual Information Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
#################################
Adjusted Mutual Information Score
#################################
Module Interface
_____... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/v_measure_score.rst | .. customcarditem::
:header: V-Measure Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
###############
V-Measure Score
###############
Module Interface
________________
.. autoclass:: torchmetrics.clustering.VMeasureScore
:e... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/dunn_index.rst | .. customcarditem::
:header: Dunn Index
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/clustering.svg
:tags: Clustering
.. include:: ../links.rst
##########
Dunn Index
##########
Module Interface
________________
.. autoclass:: torchmetrics.clustering.DunnIndex
:exclude-members: updat... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/davies_bouldin_score.rst | .. customcarditem::
:header: Davies Bouldin Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
####################
Davies Bouldin Score
####################
Module Interface
________________
.. autoclass:: torchmetrics.clustering.... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/homogeneity_score.rst | .. customcarditem::
:header: Homogeneity Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
#################
Homogeneity Score
#################
Module Interface
________________
.. autoclass:: torchmetrics.clustering.HomogeneityS... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/mutual_info_score.rst | .. customcarditem::
:header: Mutual Information Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
########################
Mutual Information Score
########################
Module Interface
________________
.. autoclass:: torchmet... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/adjusted_rand_score.rst | .. customcarditem::
:header: Adjusted Rand Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
###################
Adjusted Rand Score
###################
Module Interface
________________
.. autoclass:: torchmetrics.clustering.Adju... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/fowlkes_mallows_index.rst | .. customcarditem::
:header: Fowlkes Mallows Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
#####################
Fowlkes-Mallows Index
#####################
Module Interface
________________
.. autoclass:: torchmetrics.cluster... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/clustering/calinski_harabasz_score.rst | .. customcarditem::
:header: Calinski Harabasz Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/default.svg
:tags: Clustering
.. include:: ../links.rst
#######################
Calinski Harabasz Score
#######################
Module Interface
________________
.. autoclass:: torchmetrics... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/mean.rst | .. customcarditem::
:header: Mean
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
####
Mean
####
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.MeanMetric
:exclude-members: update, compute
| 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/sum.rst | .. customcarditem::
:header: Sum
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
###
Sum
###
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.SumMetric
:exclude-members: update, compute
| 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/cat.rst | .. customcarditem::
:header: Concatenation
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
#############
Concatenation
#############
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.CatMetric
... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/max.rst | .. customcarditem::
:header: Maximum
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
#######
Maximum
#######
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.MaxMetric
:exclude-members: updat... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/running_sum.rst | .. customcarditem::
:header: Sum
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
###########
Running Sum
###########
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.RunningSum
:exclude-membe... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/running_mean.rst | .. customcarditem::
:header: Mean
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
############
Running Mean
############
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.RunningMean
:exclude-... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/aggregation/min.rst | .. customcarditem::
:header: Minimum
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/graph_classification.svg
:tags: Aggregation
.. include:: ../links.rst
#######
Minimum
#######
Module Interface
________________
.. autoclass:: torchmetrics.aggregation.MinMetric
:exclude-members: updat... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/spectral_distortion_index.rst | .. customcarditem::
:header: Spectral Distortion Index
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#########################
Spectral Distortion Index
#########################
Module Interface
________________
.. autoclas... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/error_relative_global_dimensionless_synthesis.rst | .. customcarditem::
:header: Error Relative Global Dimensionless Synthesis (ERGAS)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
############################################
Error Relative Global Dim. Synthesis (ERGAS)
#######... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/frechet_inception_distance.rst | .. customcarditem::
:header: Frechet Inception Distance (FID)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
################################
Frechet Inception Distance (FID)
################################
Module Interface
_... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/kernel_inception_distance.rst | .. customcarditem::
:header: Kernel Inception Distance
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#########################
Kernel Inception Distance
#########################
Module Interface
________________
.. autoclas... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/perceptual_path_length.rst | .. customcarditem::
:header: Perceptual Path Length
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
############################
Perceptual Path Length (PPL)
############################
Module Interface
________________
.. au... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/spectral_angle_mapper.rst | .. customcarditem::
:header: Spectral Angle Mapper
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#####################
Spectral Angle Mapper
#####################
Module Interface
________________
.. autoclass:: torchmetrics... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/multi_scale_structural_similarity.rst | .. customcarditem::
:header: Multi-Scale Structural Similarity Index Measure
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
################
Multi-Scale SSIM
################
Module Interface
________________
.. autoclass:: t... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/total_variation.rst | .. customcarditem::
:header: Total Variation (TV)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
####################
Total Variation (TV)
####################
Module Interface
________________
.. autoclass:: torchmetrics.ima... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/mifid.rst | .. customcarditem::
:header: Memorization-Informed Frechet Inception Distance (MiFID)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
########################################################
Memorization-Informed Frechet Incepti... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/root_mean_squared_error_using_sliding_window.rst | .. customcarditem::
:header: Root Mean Squared Error Using Sliding Window
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
############################################
Root Mean Squared Error Using Sliding Window
################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/peak_signal_noise_ratio.rst | .. customcarditem::
:header: Peak Signal-to-Noise Ratio (PSNR)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#################################
Peak Signal-to-Noise Ratio (PSNR)
#################################
Module Interfa... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/relative_average_spectral_error.rst | .. customcarditem::
:header: Relative Average Spectral Error (RASE)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
######################################
Relative Average Spectral Error (RASE)
##################################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/image_gradients.rst | .. customcarditem::
:header: Image Gradients
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
###############
Image Gradients
###############
Functional Interface
____________________
.. autofunction:: torchmetrics.functional.i... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/universal_image_quality_index.rst | .. customcarditem::
:header: Universal Image Quality Index
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#############################
Universal Image Quality Index
#############################
Module Interface
_____________... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/inception_score.rst | .. customcarditem::
:header: Inception Score
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
###############
Inception Score
###############
Module Interface
________________
.. autoclass:: torchmetrics.image.inception.Incepti... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/structural_similarity.rst | .. customcarditem::
:header: Structural Similarity Index Measure (SSIM)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
##########################################
Structural Similarity Index Measure (SSIM)
######################... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/peak_signal_to_noise_with_block.rst | .. customcarditem::
:header: Peak Signal To Noise Ratio With Blocked Effect
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
##############################################
Peak Signal To Noise Ratio With Blocked Effect
##########... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/learned_perceptual_image_patch_similarity.rst | .. customcarditem::
:header: Learned Perceptual Image Patch Similarity (LPIPS)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#################################################
Learned Perceptual Image Patch Similarity (LPIPS)
#... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/image/visual_information_fidelity.rst | .. customcarditem::
:header: Visual Information Fidelity (VIF)
:image: https://pl-flash-data.s3.amazonaws.com/assets/thumbnails/image_classification.svg
:tags: Image
.. include:: ../links.rst
#################################
Visual Information Fidelity (VIF)
#################################
Module Interfa... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/pyplots/binary_accuracy.py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.Accuracy(task="binary")
for _ in range(N):
metric.update(torch.rand(10), torch.randint(2, (10,)))
metric.plot(ax=ax)
fig.show()
| 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/pyplots/multiclass_accuracy.py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.Accuracy(task="multiclass", num_classes=3, average=None)
for _ in range(N):
metric.update(torch.randint(3, (10,)), torch.randint(... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/pyplots/collection_binary.py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
w = torch.tensor([0.2, 0.8])
target = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
preds = lambda it: torch.multinomial((it * w).softmax(dim=-1), 100, replacement=True)
collection ... | 0 |
public_repos/torchmetrics/docs/source | public_repos/torchmetrics/docs/source/pyplots/confusion_matrix.py | import matplotlib.pyplot as plt
import torch
import torchmetrics
N = 10
num_updates = 10
num_steps = 5
fig, ax = plt.subplots(1, 1, figsize=(6.8, 4.8), dpi=500)
metric = torchmetrics.ConfusionMatrix(task="multiclass", num_classes=3)
for _ in range(N):
metric.update(torch.randint(3, (10,)), torch.randint(3, (10,... | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.