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•  package provingground

  This is work towards automated theorem proving based on learning, using homotopy type theory (HoTT) as foundations and natural language processing.

  This is work towards automated theorem proving based on learning, using homotopy type theory (HoTT) as foundations and natural language processing.

  The implementation of homotopy type theory is split into:

  • the object HoTT with terms, types, functions and dependent functions, pairs etc
  • the package induction with general inductive types and recursion/induction on these.

  The learning package has the code for learning.

  Scala code, including the spire library, is integrated with homotopy type theory in the scalahott package

  We have implemented a functor based approach to translation in the translation package, used for nlp as well as serialization and parsing.

  The library package is contains basic structures implemented in HoTT.

  Definition Classes

  root

•  package andrewscurtis

  Definition Classes

  provingground

•  package examples

  Definition Classes

  provingground

•  package induction

  Much of the richness of HoTT is in the definitions of Inductive types (and their indexed counterparts) and of (dependent) functions on these by recursion and induction These are implemented using several layers of recursive definitions and diagonals (i.e., fixed points).

  Much of the richness of HoTT is in the definitions of Inductive types (and their indexed counterparts) and of (dependent) functions on these by recursion and induction These are implemented using several layers of recursive definitions and diagonals (i.e., fixed points). In HoTT, recursion and induction are applications of (dependent) functions rec_W,X and ind_W, Xs to the definition data.

  It is useful to capture information regarding inductive types and the recursion and induction functions in scala types. Our implementation is designed to do this.

  Inductive Type Definitions

  Inductive types are specified by introduction rules. Each introduction rule is specified in ConstructorShape (without specifying the type) and ConstructorTL including the specific type. The full definition is in ConstructorSeqTL.

  Recursion and Induction functions

  These are defined recursively, first for each introduction rule and then for the inductive type as a whole. A subtlety is that the scala type of the rec_W,X and induc_W, Xs functions depends on the scala type of the codomain X (or family Xs). To make these types visible, some type level calculations using implicits are done, giving traits ConstructorPatternMap and ConstructorSeqMap that have recursive definition of the recursion and induction functions, the former for the case of a single introduction rule. Traits ConstructorSeqMapper and ConstructorPatternMapper provide the lifts.

  Indexed Versions

  There are indexed versions of all these definitions, to work with indexed inductive type families.

  Definition Classes

  provingground

•  package interface

  Definition Classes

  provingground

•  package learning

  Definition Classes

  provingground

•  package library

  Definition Classes

  provingground

•  package scalahott

  Definition Classes

  provingground

•  package scratch

  Definition Classes

  provingground

•  package translation

  Translation primarily using a functorial framework - see Translator$, for natural language processing as well as serialization, formatted output, parsing, interface with formal languages etc.

  Translation primarily using a functorial framework - see Translator$, for natural language processing as well as serialization, formatted output, parsing, interface with formal languages etc.

  Besides the Translator framework and helper typeclasses is Functors, several structures for concrete languages including our implementation of HoTT are in this package.

  Definition Classes

  provingground

• Base
• Context
• FiniteDistribution
• Frankl
• HoTT
• JvmUtils
• LinearStructure
• MereProposition
• PickledWeighted
• ProbabilityDistribution
• Subst
• SubstImplicits
• TermList
• TermListImplicits
• Utils
• Weighted

provingground

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