Index Symbols | _ | A | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W Symbols --alpha peerannot-identify command line option --answers peerannot-aggregate-deep command line option peerannot-install command line option --answers-file peerannot-aggregate command line option --answers-format peerannot-install command line option --batch-size peerannot-aggregate-deep command line option peerannot-train command line option --data-augmentation peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --decay peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --feedback peerannot-simulate command line option --files-path peerannot-install command line option --folder peerannot-simulate command line option --freeze peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --hard peerannot-aggregate command line option --hard-labels peerannot-identify command line option, [1] --imbalance-votes peerannot-simulate command line option --img-size peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --label-names peerannot-install command line option --labels peerannot-identify command line option peerannot-train command line option --lr peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --lr-decay peerannot-aggregate-deep command line option peerannot-train command line option --matrix-file peerannot-identify command line option peerannot-simulate command line option --maxiter-DS peerannot-identify command line option --metadata peerannot-install command line option --metadata_path peerannot-aggregate command line option peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --method peerannot-identify command line option --milestones peerannot-aggregate-deep command line option peerannot-train command line option --model peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --momentum peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --n-classes peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-simulate command line option peerannot-train command line option --n-epochs peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --n-params peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --n-task peerannot-simulate command line option --n-worker peerannot-simulate command line option --no-task peerannot-install command line option --num-workers peerannot-aggregate-deep command line option peerannot-train command line option --optimizer peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --output-name peerannot-aggregate-deep command line option peerannot-train command line option --path-remove peerannot-aggregate command line option peerannot-aggregate-deep command line option peerannot-train command line option --pretrained peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option --random peerannot-simulate command line option --ratio peerannot-simulate command line option --ratio-diff peerannot-simulate command line option --scheduler peerannot-aggregate-deep command line option peerannot-train command line option --seed peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-simulate command line option peerannot-train command line option --strategy peerannot-aggregate command line option peerannot-aggregate-deep command line option peerannot-simulate command line option --test-ground-truth peerannot-install command line option --test-ground-truth-format peerannot-install command line option --test-path peerannot-install command line option --topk peerannot-identify command line option --train-path peerannot-install command line option --use-pleiss peerannot-identify command line option --val-path peerannot-install command line option --verbose peerannot-simulate command line option --workerload peerannot-simulate command line option -fb peerannot-simulate command line option -K peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-simulate command line option peerannot-train command line option -m peerannot-aggregate-deep command line option peerannot-train command line option -o peerannot-aggregate-deep command line option peerannot-train command line option -optim peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-train command line option -r peerannot-simulate command line option -s peerannot-aggregate command line option peerannot-aggregate-deep command line option peerannot-identify command line option peerannot-simulate command line option -wl peerannot-simulate command line option _ __init__() (AUM method) (CoNAL method) (Crowdlayer method) (Dawid_Skene method) (Dawid_Skene_clust method) (Entropy method) (GLAD method) (IWMV method) (Krippendorff_Alpha method) (MV method) (NaiveSoft method) (PlantNet method) (Spam_Score method) (Trace_confusion method) (TwoThird method) (WAUM method) (WAUM_perworker method) (Wawa method) (WDS method) A accuracy_by_mv() (IWMV method) AUM (class in peerannot.models.identification.AUM) C calcLogProbL() (GLAD method) compute_aum() (AUM method) compute_baseline() (IWMV method) (MV method) computeQ() (GLAD method) CoNAL (class in peerannot.models.agg_deep.CoNAL) convergence_condition() (Dawid_Skene_clust method) Crowdlayer (class in peerannot.models.agg_deep.Crowdlayer) cut_lowests() (AUM method) (WAUM method) (WAUM_perworker method) D dAlpha() (GLAD method) DATAPATH peerannot-train command line option DATASET peerannot-aggregate command line option peerannot-aggregate-deep command line option Dawid_Skene (class in peerannot.models.aggregation.DS) Dawid_Skene_clust (class in peerannot.models.aggregation.DS_clust) dBeta() (GLAD method) df() (GLAD method) E e_step() (Dawid_Skene method) elbo() (Dawid_Skene_clust method) EM() (GLAD method) Entropy (class in peerannot.models.identification.entropy) EStep() (GLAD method) F f() (GLAD method) FOLDERPATH peerannot-identify command line option G get_answers() (Dawid_Skene method) (Dawid_Skene_clust method) (GLAD method) (IWMV method) (MV method) (NaiveSoft method) (PlantNet method) (TwoThird method) (WAUM method) (WAUM_perworker method) (Wawa method) (WDS method) get_aum() (AUM method) (WAUM method) (WAUM_perworker method) get_conf_acc() (PlantNet method) get_crowd_matrix() (Dawid_Skene method) (Dawid_Skene_clust method) get_n() (PlantNet method) get_probas() (Dawid_Skene method) (Dawid_Skene_clust method) (GLAD method) (IWMV method) (MV method) (NaiveSoft method) (PlantNet method) (TwoThird method) (WAUM method) (WAUM_perworker method) (Wawa method) (WDS method) get_psi1_waum() (WAUM method) (WAUM_perworker method) get_psi5_waum() (WAUM method) (WAUM_perworker method) get_psuccess() (WAUM method) (WAUM_perworker method) get_valid_tasks() (PlantNet method) get_weights() (PlantNet method) get_wmv() (PlantNet method) getBoundsX() (GLAD method) GLAD (class in peerannot.models.aggregation.GLAD) gradientQ() (GLAD method) H hyper_parameter_update() (Dawid_Skene_clust method) I init_T() (Dawid_Skene method) initialize_parameter() (Dawid_Skene_clust method) IWMV (class in peerannot.models.aggregation.IWMV) K Krippendorff_Alpha (class in peerannot.models.identification.krippendorff_alpha) L log_likelihood() (Dawid_Skene method) M m_step() (Dawid_Skene method) make_step() (AUM method) (WAUM method) (WAUM_perworker method) module peerannot.models.agg_deep peerannot.models.aggregation peerannot.models.identification MStep() (GLAD method) MV (class in peerannot.models.aggregation.MV) MV() (IWMV method) N NaiveSoft (class in peerannot.models.aggregation.NaiveSoft) nominal_metric() (Krippendorff_Alpha method) O one_iteration() (Dawid_Skene_clust method) P packX() (GLAD method) PATH peerannot-install command line option peerannot-aggregate command line option --answers-file --hard --metadata_path --path-remove --strategy -s DATASET peerannot-aggregate-deep command line option --answers --batch-size --data-augmentation --decay --freeze --img-size --lr --lr-decay --metadata_path --milestones --model --momentum --n-classes --n-epochs --n-params --num-workers --optimizer --output-name --path-remove --pretrained --scheduler --seed --strategy -K -m -o -optim -s DATASET peerannot-identify command line option --alpha --data-augmentation --decay --freeze --hard-labels, [1] --img-size --labels --lr --matrix-file --maxiter-DS --metadata_path --method --model --momentum --n-classes --n-epochs --n-params --optimizer --pretrained --seed --topk --use-pleiss -K -optim -s FOLDERPATH peerannot-install command line option --answers --answers-format --files-path --label-names --metadata --no-task --test-ground-truth --test-ground-truth-format --test-path --train-path --val-path PATH peerannot-simulate command line option --feedback --folder --imbalance-votes --matrix-file --n-classes --n-task --n-worker --random --ratio --ratio-diff --seed --strategy --verbose --workerload -fb -K -r -s -wl peerannot-train command line option --batch-size --data-augmentation --decay --freeze --img-size --labels --lr --lr-decay --metadata_path --milestones --model --momentum --n-classes --n-epochs --n-params --num-workers --optimizer --output-name --path-remove --pretrained --scheduler --seed -K -m -o -optim DATAPATH peerannot.models.agg_deep module peerannot.models.aggregation module peerannot.models.identification module PlantNet (class in peerannot.models.aggregation.plantnet) R reset() (WAUM method) (WAUM_perworker method) run() (AUM method) (CoNAL method) (Crowdlayer method) (Dawid_Skene method) (Dawid_Skene_clust method) (Entropy method) (GLAD method) (IWMV method) (Krippendorff_Alpha method) (PlantNet method) (Spam_Score method) (Trace_confusion method) (WAUM method) (WAUM_perworker method) (Wawa method) (WDS method) run_DS() (WAUM method) (WAUM_perworker method) run_epoch() (CoNAL method) (Crowdlayer method) run_sparse() (Dawid_Skene method) S save_ability() (GLAD method) save_difficulty() (GLAD method) setup() (CoNAL method) (Crowdlayer method) Spam_Score (class in peerannot.models.identification.Spam_score) T Trace_confusion (class in peerannot.models.identification.trace_confusion) TwoThird (class in peerannot.models.aggregation.twothird) U unpackX() (GLAD method) V variational_update() (Dawid_Skene_clust method) W WAUM (class in peerannot.models.identification.WAUM) WAUM_perworker (class in peerannot.models.identification.WAUM_perworker) Wawa (class in peerannot.models.aggregation.Wawa) WDS (class in peerannot.models.aggregation.WDS)