Tutorial

• 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