nkululeko
Explanation
Nkululeko Overview
Architecture and Components
Glossary of Terms
How-to Guides
Installation
Usage
Overview of options for the nkululeko framework
Visualization
Nkululeko Plots
Confusion matrix
Epoch progression
Feature importance
Feature distribution
t-SNE plots
Data distribution
Bias checking
Uncertainty
Tutorials
Nkululeko Workflow
Hello world [AUDFORMAT]
Hello World [CSV]
Emotion Prediction with Emotion2vec
Comparing classifiers and features
Feature Scaling in Nkululeko
Data Balancing in Nkululeko
Feature Correlation Plots (regplot)
Activation Functions in Neural Network Models
Text Processing: Transcribe, Translate, and Classify
How to Align Databases
Using Uncertainty in Predictions
Comparing Classifiers, Features, and Databases
Linguistic Features with BERT
Train/Dev/Test Splits
Predicting Speaker ID
Finetuning Transformer Models
Using Split Train and Test Data
How to Split Your Data
Bundle: Export and Inference
Equal Error Rate (EER) Implementation for Nkululeko
Modules
nkululeko.nkululeko
nkululeko.explore
nkululeko.augment
nkululeko.resample
nkululeko.segment
nkululeko.optim
nkululeko.predict
nkululeko.multidb
nkululeko.ensemble
nkululeko.flags
API Reference
nkululeko package
nkululeko
Index
Index
D
|
H
|
I
|
M
|
N
|
R
|
S
|
T
D
DefineBase (class in nkululeko.reporting.defines)
H
Header (class in nkululeko.reporting.defines)
HEADER_EXPLORE (nkululeko.reporting.defines.Header attribute)
HEADER_RESULTS (nkululeko.reporting.defines.Header attribute)
I
init_config() (in module nkululeko.glob_conf)
M
module
nkululeko
,
[1]
nkululeko.augmenting
nkululeko.autopredict
nkululeko.constants
nkululeko.data
nkululeko.feat_extract
nkululeko.glob_conf
nkululeko.losses
nkululeko.models
nkululeko.reporting
nkululeko.reporting.defines
nkululeko.reporting.report_item
nkululeko.segmenting
nkululeko.utils
N
nkululeko
module
,
[1]
nkululeko.augmenting
module
nkululeko.autopredict
module
nkululeko.constants
module
nkululeko.data
module
nkululeko.feat_extract
module
nkululeko.glob_conf
module
nkululeko.losses
module
nkululeko.models
module
nkululeko.reporting
module
nkululeko.reporting.defines
module
nkululeko.reporting.report_item
module
nkululeko.segmenting
module
nkululeko.utils
module
R
ReportItem (class in nkululeko.reporting.report_item)
S
set_got_speaker() (in module nkululeko.glob_conf)
set_label_encoder() (in module nkululeko.glob_conf)
set_labels() (in module nkululeko.glob_conf)
set_module() (in module nkululeko.glob_conf)
set_report() (in module nkululeko.glob_conf)
set_split3() (in module nkululeko.glob_conf)
set_target() (in module nkululeko.glob_conf)
set_util() (in module nkululeko.glob_conf)
T
to_string() (nkululeko.reporting.report_item.ReportItem method)