vecto
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Tutorial
Introduction to Vecto
Installing Vecto
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 Vecto
What is Vecto?
Why do you bother?
Installing Vecto
System requirements
Method 1: Pip-install
Method 2: Clone or download the github repo
The metadata
The corpus metadata
The vocab metadata
The embeddings metadata
The datasets metadata
The experiment metadata
Accessing the metadata in Vecto
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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