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github.com/dkpro/dkpro-tc @dkpro-tc-1.1.0

repository ↗ · DeepWiki ↗ · release dkpro-tc-1.1.0 ↗ · + Follow

3,134 symbols 11,825 edges 511 files 442 documented · 14% ● updated 2mo ago1.0.2 · 2018-09-23★ 388 open issues

What it actually does AI analysis from the code graph — generated when you open this

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README

dkpro-tc

DKPro TC is a UIMA-based text classification framework built on top of DKPro Core and DKPro Lab. It is intended to facilitate supervised machine learning experiments with any kind of textual data.

For more information, please visit the DKPro TC Documentation.

Extension points exported contracts — how you extend this code

PairFeatureExtractor (Interface)

Common signature for feature extractors which extract their features from a pair of documents. [58 implementers]

dkpro-tc-api-features/src/main/java/org/dkpro/tc/api/features/PairFeatureExtractor.java

DeepLearningConstants (Interface)

Basic constants that are used throughout the project [14 implementers]

dkpro-tc-core/src/main/java/org/dkpro/tc/core/DeepLearningConstants.java

TCReaderSequence (Interface)

Interface that should be implemented by readers for sequence labeling setups. [9 implementers]

dkpro-tc-api/src/main/java/org/dkpro/tc/api/io/TCReaderSequence.java

TcPredictor (Interface)

(no doc) [19 implementers]

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/base/TcPredictor.java

TcDeepLearning4jUser (Interface)

(no doc) [9 implementers]

dkpro-tc-ml-deeplearning4j/src/main/java/org/dkpro/tc/ml/deeplearning4j/user/TcDeepLearning4jUser.java

Feature (Interface)

(no doc) [4 implementers]

dkpro-tc-examples/src/main/java/org/dkpro/tc/examples/deeplearning/dl4j/sequence/Feature.java

FeatureExtractor (Interface)

Common signature for feature extractors which extract their features from the entire document or from a given classifica [60 …

dkpro-tc-api-features/src/main/java/org/dkpro/tc/api/features/FeatureExtractor.java

GroovyExperiment (Interface)

This interface enforces Groovy experiment scripts to have the run method. This is important for the ExperimentStarter cl [7 …

dkpro-tc-core/src/main/java/org/dkpro/tc/core/GroovyExperiment.java

Core symbols most depended-on inside this repo

add

called by 908

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/report/util/ID2OutcomeCombiner.java

get

called by 884

dkpro-tc-api/src/main/java/org/dkpro/tc/api/type/TextClassificationTarget.java

size

called by 557

dkpro-tc-examples/src/main/java/org/dkpro/tc/examples/deeplearning/dl4j/sequence/Feature.java

create

called by 275

dkpro-tc-api-features/src/main/java/org/dkpro/tc/api/features/TcFeatureFactory.java

getName

called by 219

dkpro-tc-core/src/main/java/org/dkpro/tc/core/ml/TcShallowLearningAdapter.java

contains

called by 148

dkpro-tc-examples/src/main/java/org/dkpro/tc/examples/deeplearning/dl4j/sequence/BinaryWordVectorSerializer.java

equals

called by 107

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/report/LearningCurveRunIdentifier.java

getValue

called by 85

dkpro-tc-api-features/src/main/java/org/dkpro/tc/api/features/Feature.java

Shape

Method 2,595

Class 475

Function 32

Interface 23

Enum 9

Languages

Java99%

Python1%

Modules by API surface

dkpro-tc-ml/src/test/java/org/dkpro/tc/ml/experiment/builder/ExperimentBuilderTest.java31 symbols

dkpro-tc-examples/src/main/java/org/dkpro/tc/examples/deeplearning/dl4j/document/NewsIterator.java31 symbols

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/experiment/builder/DeepExperimentBuilder.java30 symbols

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/experiment/builder/AbstractBuilder.java30 symbols

dkpro-tc-ml/src/main/java/org/dkpro/tc/ml/experiment/builder/ExperimentBuilder.java27 symbols

dkpro-tc-ml-vowpalwabbit/src/main/java/org/dkpro/tc/ml/vowpalwabbit/writer/VowpalWabbitDataWriter.java25 symbols

dkpro-tc-ml-weka/src/main/java/org/dkpro/tc/ml/weka/report/WekaOutcomeIDReport.java21 symbols

dkpro-tc-io-libsvm/src/main/java/org/dkpro/tc/io/libsvm/LibsvmDataFormatWriter.java20 symbols

dkpro-tc-core/src/main/java/org/dkpro/tc/core/task/ModelSerializationTask.java20 symbols

dkpro-tc-api-features/src/main/java/org/dkpro/tc/api/features/Instance.java20 symbols

dkpro-tc-ml/src/test/java/org/dkpro/tc/ml/experiment/builder/DeepExperimentBuilderTest.java19 symbols

dkpro-tc-io/src/main/java/org/dkpro/tc/io/DelimiterSeparatedSequenceValuesReader.java18 symbols

For agents

$ claude mcp add dkpro-tc \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact