Pyndl - Naive Discriminative Learning in Python

pyndl is an implementation of Naive Discriminative Learning in Python. It was created to analyse huge amounts of text file corpora. Especially, it allows to efficiently apply the Rescorla-Wagner learning rule to these corpora.

Contents:

• Quickstart
  • Installation
  • Naive Discriminative Learning
  • Correct Data Format
  • Learn the associations
  • Save and load a weight matrix
• Installation
  • Supported systems and versions
  • Linux
  • MacOS
  • Windows 10
• Naive Discriminative Learning
  • Terminology
  • Rescorla Wagner learning rule
  • Other Learning Algorithms
  • References
• More Examples
  • Lexical example
  • A minimal workflow example
• Package overview
  • Pyndl - Naive Discriminative Learning in Python
  • Submodules
• Development
  • Getting Involved
  • Workflow
  • Running tests
  • Building documentation
  • Continuous Integration
  • Licensing
  • Release Process
  • Versioning
• Miscellaneous
  • Running pyndl within R code
  • Local testing with conda
  • Memory profiling
• About
  • Authors
  • Contact
  • Citation
  • Funding
  • Acknowledgements