This node trains a Word2Vec model on unlabelled documents. The model will
only learn word representations (vector for each word), that can be extracted
using the Vocabulary Extractor Node.
For more information on Word Vectors in general see:
http://deeplearning4j.org/word2vec
The KNIME Deeplearning4J Integration has been marked as legacy with KNIME Analytics Platform 5.0 and will be deprecated in a future version. If you are using this extension in a production workflow, consider switching to one of the other deep learning integrations available in KNIME Analytics Platform.
Options
Data Options
Learning Options
Popular Predecessors
- GroupBy5 %
- Case Converter5 %
Joiner4 %- Word Vector Apply (legacy)4 %
- Strings to Document4 %
File Reader3 %- Excel Reader3 %
Excel Reader (XLS)3 %- Concatenate2 %
Row Filter (deprecated)2 %- Partitioning2 %
- Row Sampling2 %
- Vocabulary Extractor (legacy)2 %
CSV Reader2 %- Interactive Table (legacy)2 %
- Document Vector2 %
- Porter Stemmer2 %
- Number Filter2 %
- Column Resorter2 %
- Bag Of Words Creator2 %
- Missing Value2 %
- Table Creator1 %
- Column Combiner1 %
- TF1 %
Python Script (1⇒2)1 %- Case Converter1 %
- Column Filter< 1 %
- Reference Row Filter< 1 %
- Document Data Extractor< 1 %
Strings To Document< 1 %- Term Vector< 1 %
- Global Thresholder< 1 %
- CMUSphinx4 SR< 1 %
- Rule-based Row Filter< 1 %
- NGram Creator< 1 %
- Stanford Lemmatizer< 1 %
Concatenate (Optional in)< 1 %Column Rename< 1 %- RowID< 1 %
- Scatter Plot (legacy)< 1 %
- Category to Class< 1 %
- N Chars Filter< 1 %
- Punctuation Erasure< 1 %
- Snowball Stemmer< 1 %
Stop Word Filter< 1 %Bag of Words Creator< 1 %Document vector< 1 %- Sentence Extractor< 1 %
- Create Collection Column< 1 %
Table Reader< 1 %- Cell Splitter< 1 %
- Column Merger< 1 %
- Missing Value Column Filter< 1 %
- Nominal Value Row Splitter< 1 %
Row Splitter (deprecated)< 1 %- Rule Engine< 1 %
- Cache< 1 %
- Spark to Table< 1 %
- Molecule Type Cast< 1 %
- Diacritic Remover< 1 %
- RegEx Filter< 1 %
- Replacer< 1 %
- Tag Filter< 1 %
- Integer Slider Configuration< 1 %
JSON Reader< 1 %- R Snippet< 1 %
- CSV Reader< 1 %
- Java Snippet< 1 %
- Column List Loop Start< 1 %
- Linear Regression Learner< 1 %
- Domain Calculator< 1 %
- Duplicate Row Filter< 1 %
- Joiner< 1 %
- String Manipulation< 1 %
- Color Manager< 1 %
- Stop Word Filter< 1 %
- Word Parser< 1 %
Views
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Workflows
00_Topic_Modeling_with_Verified_ComponentsKNIME Hub- 00_Topic_Modeling_with_Verified_ComponentsKNIME Hub
- 03_Topic_Explorer_ExampleKNIME Hub
- 04_Word_Embedding_ClaxKNIME Hub
- 04_Word_Embedding_ClaxKNIME Hub
- Show all 25 workflows
Links
Developers
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