Python Record Linkage Toolkit
latest
First steps
About
Installation
Link two datasets
Data deduplication
Record linkage
0. Preprocessing
1. Indexing
2. Comparing
3. Classification
4. Evaluation
Datasets
Miscellaneous
Miscellaneous
Annotation
Classification algorithms
Performance
Developers
Contributing
Release notes
Python Record Linkage Toolkit
Index
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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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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
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W
_
_compute() (recordlinkage.base.BaseCompareFeature method)
_compute_vectorized() (recordlinkage.base.BaseCompareFeature method)
_dedup_index() (recordlinkage.base.BaseIndexAlgorithm method)
_link_index() (recordlinkage.base.BaseIndexAlgorithm method)
A
accuracy() (in module recordlinkage)
add() (recordlinkage.Compare method)
(recordlinkage.Index method)
AnnotationResult (class in recordlinkage.annotation)
B
BaseClassifier (class in recordlinkage.base)
BaseCompareFeature (class in recordlinkage.base)
BaseIndexAlgorithm (class in recordlinkage.base)
binary_vectors() (in module recordlinkage.datasets)
Block (class in recordlinkage.index)
block() (recordlinkage.Index method)
C
clean() (in module recordlinkage.preprocessing)
coefficients (recordlinkage.LogisticRegressionClassifier attribute)
Compare (class in recordlinkage)
compare_vectorized() (recordlinkage.Compare method)
compute() (recordlinkage.base.BaseCompareFeature method)
(recordlinkage.Compare method)
(recordlinkage.compare.Date method)
(recordlinkage.compare.Exact method)
(recordlinkage.compare.Frequency method)
(recordlinkage.compare.FrequencyA method)
(recordlinkage.compare.FrequencyB method)
(recordlinkage.compare.Geographic method)
(recordlinkage.compare.Numeric method)
(recordlinkage.compare.String method)
(recordlinkage.compare.Variable method)
(recordlinkage.compare.VariableA method)
(recordlinkage.compare.VariableB method)
(recordlinkage.ConnectedComponents method)
(recordlinkage.OneToManyLinking method)
(recordlinkage.OneToOneLinking method)
confusion_matrix() (in module recordlinkage)
ConnectedComponents (class in recordlinkage)
D
Date (class in recordlinkage.compare)
date() (recordlinkage.Compare method)
describe_option() (in module recordlinkage)
distinct (recordlinkage.annotation.AnnotationResult property)
E
ECMClassifier (class in recordlinkage)
Exact (class in recordlinkage.compare)
exact() (recordlinkage.Compare method)
F
false_negatives() (in module recordlinkage)
false_positives() (in module recordlinkage)
features (recordlinkage.Compare attribute)
FellegiSunter (class in recordlinkage.classifiers)
fit() (recordlinkage.base.BaseClassifier method)
(recordlinkage.ECMClassifier method)
(recordlinkage.KMeansClassifier method)
(recordlinkage.LogisticRegressionClassifier method)
(recordlinkage.NaiveBayesClassifier method)
(recordlinkage.SVMClassifier method)
fit_predict() (recordlinkage.base.BaseClassifier method)
(recordlinkage.ECMClassifier method)
(recordlinkage.KMeansClassifier method)
(recordlinkage.LogisticRegressionClassifier method)
(recordlinkage.NaiveBayesClassifier method)
(recordlinkage.SVMClassifier method)
Frequency (class in recordlinkage.compare)
FrequencyA (class in recordlinkage.compare)
FrequencyB (class in recordlinkage.compare)
from_dict() (recordlinkage.annotation.AnnotationResult class method)
from_file() (recordlinkage.annotation.AnnotationResult class method)
fscore() (in module recordlinkage)
Full (class in recordlinkage.index)
full() (recordlinkage.Index method)
full_index_size() (in module recordlinkage)
G
geo() (recordlinkage.Compare method)
Geographic (class in recordlinkage.compare)
get_option() (in module recordlinkage)
I
Index (class in recordlinkage)
index() (recordlinkage.base.BaseIndexAlgorithm method)
(recordlinkage.Index method)
(recordlinkage.index.Block method)
(recordlinkage.index.Full method)
(recordlinkage.index.Random method)
(recordlinkage.index.SortedNeighbourhood method)
index_split() (in module recordlinkage)
intercept (recordlinkage.LogisticRegressionClassifier attribute)
K
KerasAdapter (class in recordlinkage.adapters)
kernel (recordlinkage.KMeansClassifier attribute)
(recordlinkage.LogisticRegressionClassifier attribute)
(recordlinkage.SVMClassifier attribute)
KMeansClassifier (class in recordlinkage)
L
learn() (recordlinkage.base.BaseClassifier method)
(recordlinkage.ECMClassifier method)
(recordlinkage.KMeansClassifier method)
(recordlinkage.LogisticRegressionClassifier method)
(recordlinkage.NaiveBayesClassifier method)
(recordlinkage.SVMClassifier method)
links (recordlinkage.annotation.AnnotationResult property)
load_febrl1() (in module recordlinkage.datasets)
load_febrl2() (in module recordlinkage.datasets)
load_febrl3() (in module recordlinkage.datasets)
load_febrl4() (in module recordlinkage.datasets)
load_krebsregister() (in module recordlinkage.datasets)
log_m_probs (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
log_p (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
log_u_probs (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
log_weights (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
LogisticRegressionClassifier (class in recordlinkage)
M
m_probs (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
match_cluster_center (recordlinkage.KMeansClassifier attribute)
max_pairs() (in module recordlinkage)
module
recordlinkage.compare
recordlinkage.index
N
NaiveBayesClassifier (class in recordlinkage)
nonmatch_cluster_center (recordlinkage.KMeansClassifier attribute)
Numeric (class in recordlinkage.compare)
numeric() (recordlinkage.Compare method)
O
OneToManyLinking (class in recordlinkage)
OneToOneLinking (class in recordlinkage)
P
p (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
phonenumbers() (in module recordlinkage.preprocessing)
phonetic() (in module recordlinkage.preprocessing)
phonetic_algorithms (recordlinkage.preprocessing attribute)
precision() (in module recordlinkage)
predict() (recordlinkage.base.BaseClassifier method)
(recordlinkage.ECMClassifier method)
(recordlinkage.KMeansClassifier method)
(recordlinkage.LogisticRegressionClassifier method)
(recordlinkage.NaiveBayesClassifier method)
(recordlinkage.SVMClassifier method)
prob() (recordlinkage.base.BaseClassifier method)
(recordlinkage.ECMClassifier method)
(recordlinkage.KMeansClassifier method)
(recordlinkage.LogisticRegressionClassifier method)
(recordlinkage.NaiveBayesClassifier method)
(recordlinkage.SVMClassifier method)
R
Random (class in recordlinkage.index)
random() (recordlinkage.Index method)
read_annotation_file() (in module recordlinkage)
recall() (in module recordlinkage)
recordlinkage.compare
module
recordlinkage.index
module
reduction_ratio() (in module recordlinkage)
reset_option() (in module recordlinkage)
S
set_option() (in module recordlinkage)
SKLearnAdapter (class in recordlinkage.adapters)
SortedNeighbourhood (class in recordlinkage.index)
sortedneighbourhood() (recordlinkage.Index method)
specificity() (in module recordlinkage)
String (class in recordlinkage.compare)
string() (recordlinkage.Compare method)
SVMClassifier (class in recordlinkage)
T
true_negatives() (in module recordlinkage)
true_positives() (in module recordlinkage)
U
u_probs (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
unknown (recordlinkage.annotation.AnnotationResult property)
V
value_occurence() (in module recordlinkage.preprocessing)
Variable (class in recordlinkage.compare)
VariableA (class in recordlinkage.compare)
VariableB (class in recordlinkage.compare)
W
weights (recordlinkage.classifiers.FellegiSunter property)
(recordlinkage.ECMClassifier property)
(recordlinkage.NaiveBayesClassifier property)
write_annotation_file() (in module recordlinkage)
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