pycalib
0.1
Contents:
Non-Parametric Calibration for Classification
Documentation
Examples
pycalib
Docs
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Index
Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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R
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S
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T
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U
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V
|
W
_
__call__() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.scoring.MultiScorer method)
A
accuracy() (in module pycalib.scoring)
anchor() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
as_pandas_table() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
assign() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
average_confidence() (in module pycalib.scoring)
B
BayesianBinningQuantiles (class in pycalib.calibration_methods)
Benchmark (class in pycalib.benchmark)
BetaCalibration (class in pycalib.calibration_methods)
brier_score() (in module pycalib.scoring)
build() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
build_objective() (pycalib.gp_classes.SVGPcal method)
build_prior_KL() (pycalib.gp_classes.SVGPcal method)
C
CalibrationMethod (class in pycalib.calibration_methods)
calibrators_ (pycalib.calibration_methods.OneVsRestCalibrator attribute)
childname() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
CIFARData (class in pycalib.benchmark)
classes_ (pycalib.calibration_methods.OneVsRestCalibrator attribute)
classify_val_data() (pycalib.benchmark.CIFARData static method)
(pycalib.benchmark.ImageNetData static method)
(pycalib.benchmark.KITTIBinaryData static method)
(pycalib.benchmark.MNISTData static method)
(pycalib.benchmark.PCamData static method)
clear() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
compile() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
compute_log_likelihood() (pycalib.gp_classes.SVGPcal method)
compute_log_prior() (pycalib.gp_classes.SVGPcal method)
D
data_gen() (pycalib.benchmark.Benchmark method)
(pycalib.benchmark.CIFARData method)
(pycalib.benchmark.ImageNetData method)
(pycalib.benchmark.KITTIBinaryData method)
(pycalib.benchmark.MNISTData method)
(pycalib.benchmark.PCamData method)
(pycalib.benchmark.SyntheticBeta method)
data_holders (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
E
empty (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
enquire_graph() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
enquire_session() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
error() (in module pycalib.scoring)
expected_calibration_error() (in module pycalib.scoring)
F
feeds (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
fit() (pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.OneVsRestCalibrator method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
fix_shape() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
G
get_metric_names() (pycalib.scoring.MultiScorer method)
get_params() (pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.OneVsRestCalibrator method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
get_results() (pycalib.scoring.MultiScorer method)
GPCalibration (class in pycalib.calibration_methods)
graph (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
H
HistogramBinning (class in pycalib.calibration_methods)
I
ImageNetData (class in pycalib.benchmark)
index (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
initializable_feeds (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
initializables (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
initialize() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
is_built() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
is_built_coherence() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
IsotonicRegression (class in pycalib.calibration_methods)
K
KITTIBinaryData (class in pycalib.benchmark)
L
label_binarizer_ (pycalib.calibration_methods.OneVsRestCalibrator attribute)
latent() (pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.TemperatureScaling method)
likelihood_tensor (pycalib.gp_classes.SVGPcal attribute)
load_pretrained_model() (pycalib.benchmark.CIFARData static method)
Log (class in pycalib.gp_classes)
logp() (pycalib.gp_classes.MultiCal method)
M
MNISTData (class in pycalib.benchmark)
MultiCal (class in pycalib.gp_classes)
MultiScorer (class in pycalib.scoring)
N
n_classes_ (pycalib.calibration_methods.OneVsRestCalibrator attribute)
name (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
NoCalibration (class in pycalib.calibration_methods)
O
objective (pycalib.gp_classes.SVGPcal attribute)
odds_correctness() (in module pycalib.scoring)
OneVsRestCalibrator (class in pycalib.calibration_methods)
overconfidence() (in module pycalib.scoring)
P
parameters (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
params (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
parent (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
pathname (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
PCamData (class in pycalib.benchmark)
PlattScaling (class in pycalib.calibration_methods)
plot() (pycalib.benchmark.Benchmark static method)
(pycalib.benchmark.CIFARData static method)
(pycalib.benchmark.ImageNetData static method)
(pycalib.benchmark.KITTIBinaryData static method)
(pycalib.benchmark.MNISTData static method)
(pycalib.benchmark.PCamData static method)
(pycalib.benchmark.SyntheticBeta method)
(pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
plot_latent() (pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.TemperatureScaling method)
plot_miscal_function() (pycalib.benchmark.SyntheticBeta method)
precision() (in module pycalib.scoring)
predict() (pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
predict_density() (pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.SVGPcal method)
predict_f() (pycalib.gp_classes.SVGPcal method)
predict_f_full_cov() (pycalib.gp_classes.SVGPcal method)
predict_f_samples() (pycalib.gp_classes.SVGPcal method)
predict_full_density() (pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.SVGPcal method)
predict_mean_and_var() (pycalib.gp_classes.MultiCal method)
predict_proba() (pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.OneVsRestCalibrator method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
predict_y() (pycalib.gp_classes.SVGPcal method)
prior_tensor (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
pycalib.benchmark (module)
pycalib.calibration_methods (module)
pycalib.gp_classes (module)
pycalib.plotting (module)
pycalib.scoring (module)
R
ratio_over_underconfidence() (in module pycalib.scoring)
read_trainables() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
read_values() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
recall() (in module pycalib.scoring)
reliability_diagram() (in module pycalib.plotting)
reset_name() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
root (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
run() (pycalib.benchmark.Benchmark method)
(pycalib.benchmark.CIFARData method)
(pycalib.benchmark.ImageNetData method)
(pycalib.benchmark.KITTIBinaryData method)
(pycalib.benchmark.MNISTData method)
(pycalib.benchmark.PCamData method)
(pycalib.benchmark.SyntheticBeta method)
S
sample_feed_dict() (pycalib.gp_classes.SVGPcal method)
sample_miscal_data() (pycalib.benchmark.SyntheticBeta static method)
ScalarMult (class in pycalib.gp_classes)
set_params() (pycalib.calibration_methods.BayesianBinningQuantiles method)
(pycalib.calibration_methods.BetaCalibration method)
(pycalib.calibration_methods.CalibrationMethod method)
(pycalib.calibration_methods.GPCalibration method)
(pycalib.calibration_methods.HistogramBinning method)
(pycalib.calibration_methods.IsotonicRegression method)
(pycalib.calibration_methods.NoCalibration method)
(pycalib.calibration_methods.OneVsRestCalibrator method)
(pycalib.calibration_methods.PlattScaling method)
(pycalib.calibration_methods.TemperatureScaling method)
set_trainable() (pycalib.gp_classes.Log method)
(pycalib.gp_classes.MultiCal method)
(pycalib.gp_classes.ScalarMult method)
(pycalib.gp_classes.SoftArgMax method)
(pycalib.gp_classes.SVGPcal method)
sharpness() (in module pycalib.scoring)
SoftArgMax (class in pycalib.gp_classes)
SVGPcal (class in pycalib.gp_classes)
SyntheticBeta (class in pycalib.benchmark)
T
TemperatureScaling (class in pycalib.calibration_methods)
tf_name_scope (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
tf_pathname (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
trainable (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
trainable_parameters (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
trainable_tensors (pycalib.gp_classes.Log attribute)
(pycalib.gp_classes.MultiCal attribute)
(pycalib.gp_classes.ScalarMult attribute)
(pycalib.gp_classes.SoftArgMax attribute)
(pycalib.gp_classes.SVGPcal attribute)
U
underconfidence() (in module pycalib.scoring)
V
variational_expectations() (pycalib.gp_classes.MultiCal method)
W
weighted_abs_conf_difference() (in module pycalib.scoring)