learning-curves
0.2.3
Contents:
Welcome to learning-curves’s documentation!
Installation
Getting started
Custom Predictors
Find the best Predictor
Plot the Predictors
Predictor bounds
Average learning curves for better extrapolation
Evaluate extrapolation using mse validation
Compare Learning curves of various models
Save and load LearningCurve instances
Find the best training set size
Compare the models performances
Documentation
learning-curves
Docs
»
Index
Index
B
|
C
|
E
|
F
|
G
|
I
|
L
|
M
|
P
|
S
|
T
|
U
B
best_predictor() (learning_curves.learning_curves.LearningCurve method)
C
compare() (learning_curves.learning_curves.LearningCurve static method)
compare_time() (learning_curves.learning_curves.LearningCurve static method)
E
eval_fitted_curve() (learning_curves.learning_curves.LearningCurve method)
eval_fitted_curve_cust() (learning_curves.learning_curves.LearningCurve method)
eval_train_sizes() (learning_curves.learning_curves.LearningCurve method)
F
fit() (learning_curves.learning_curves.LearningCurve method)
fit_all() (learning_curves.learning_curves.LearningCurve method)
fit_all_cust() (learning_curves.learning_curves.LearningCurve method)
G
get_absolute_value() (in module learning_curves.tools)
get_label() (learning_curves.learning_curves.LearningCurve method)
get_lc() (learning_curves.learning_curves.LearningCurve method)
get_predictor() (learning_curves.learning_curves.LearningCurve method)
get_saturation() (learning_curves.predictor.Predictor method)
get_scale() (in module learning_curves.tools)
get_unique_list() (in module learning_curves.tools)
I
is_strictly_increasing() (in module learning_curves.tools)
L
learning_curves.learning_curves (module)
learning_curves.predictor (module)
learning_curves.tools (module)
LearningCurve (class in learning_curves.learning_curves)
load() (in module learning_curves.tools)
M
mean_bias_error() (in module learning_curves.tools)
P
plot() (learning_curves.learning_curves.LearningCurve method)
plot_cust() (learning_curves.learning_curves.LearningCurve method)
plot_fitted_curve() (learning_curves.learning_curves.LearningCurve method)
plot_time() (learning_curves.learning_curves.LearningCurve method)
Predictor (class in learning_curves.predictor)
S
save() (learning_curves.learning_curves.LearningCurve method)
split() (in module learning_curves.tools)
T
threshold() (learning_curves.learning_curves.LearningCurve method)
threshold_cust() (learning_curves.learning_curves.LearningCurve method)
threshold_cust_approx() (learning_curves.learning_curves.LearningCurve method)
threshold_cust_inv() (learning_curves.learning_curves.LearningCurve method)
train() (learning_curves.learning_curves.LearningCurve method)
U
update_params() (in module learning_curves.tools)