vsmlib
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Tutorial
Introduction to VSMlib
Installing VSMlib
The metadata
Where to get data?
Training new models
Basic operations
Visualization
Intrinsic evaluation
Extrinsic evaluation
Project roadmap
API reference
Contribution Guide
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Tutorial
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Introduction to VSMlib
What is VSMlib?
Why do you bother?
Installing VSMlib
System requirements
Method 1: Pip-install
Method 2: Clone or download the github repo
The metadata
Where to get data?
Source corpora
Pre-trained VSMs
Training new models
Word2vec
Basic operations
Supported VSM formats
Importing vectors
Getting top similar neighbors of a word
Words to vectors and back
Filtering the vocabulary of a VSM
Visualization
Drawing features
Visualizing similarity between certain words.
Visualizing dimensions
Intrinsic evaluation
Word analogy task
Correlation with human similarity/relatedness judgements
Extrinsic evaluation
Project roadmap
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