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formal note
Formal ideas / 3 min read
Type Theory
A comprehensive guide to type theory, its foundations, systems, and applications in mathematics, logic, and computer science.
proof / graph / notation
reading surface
Formal systems
Type theory is a formal system for specifying and studying type systems, providing foundations for programming languages, constructive mathematics, and formal verification.
Foundations
Permalink to FoundationsBasic Concepts
Permalink to Basic Concepts- Types:
- Basic types
- Type constructors
- Type judgments
- Type rules
Lambda Calculus
Permalink to Lambda Calculus-
Untyped:
- Lambda abstraction
- Beta reduction
- Church encodings
- Fixed points
-
Typed:
- Simply typed lambda calculus
- Type inference
- Normalization
- Curry-Howard correspondence
Type Systems
Permalink to Type SystemsSimple Types
Permalink to Simple Types- Features:
- Function types
- Product types
- Sum types
- Unit and void types
Polymorphic Types
Permalink to Polymorphic Types- Varieties:
- Parametric polymorphism
- Ad-hoc polymorphism
- Subtype polymorphism
- Row polymorphism
Dependent Types
Permalink to Dependent Types- Concepts:
- Dependent functions (Π-types)
- Dependent pairs (Σ-types)
- Identity types
- Universes
Advanced Concepts
Permalink to Advanced ConceptsHigher-Order Types
Permalink to Higher-Order Types- Features:
- Type operators
- Kind system
- Higher-kinded types
- Type-level programming
Linear Types
Permalink to Linear Types- Properties:
- Resource tracking
- Uniqueness typing
- Session types
- Quantum computing applications
Effect Systems
Permalink to Effect Systems- Components:
- Effect annotations
- Effect inference
- Handler systems
- Algebraic effects
Proof Assistants
Permalink to Proof Assistants- Features:
- Tactics language
- Extraction
- Program verification
- Mathematical proofs
- Characteristics:
- Dependent types
- Pattern matching
- Inductive families
- Universe polymorphism
- Capabilities:
- Mathematical library
- Metaprogramming
- Automation
- Community packages
Applications
Permalink to ApplicationsProgramming Languages
Permalink to Programming Languages- Implementation:
- Type checkers
- Type inference
- Subtyping
- Generic programming
Formal Verification
Permalink to Formal Verification- Methods:
- Program correctness
- Protocol verification
- Security properties
- Hardware verification
Mathematics
Permalink to Mathematics- Areas:
- Constructive mathematics
- Homotopy type theory
- Category theory
- Foundations
Tools and Implementation
Permalink to Tools and ImplementationLanguage Implementation
Permalink to Language Implementation- GHC: Haskell compiler
- OCaml: ML family language
- Rust: Systems programming
- TypeScript: Typed JavaScript
Development Tools
Permalink to Development Tools- LSP: Language Server Protocol
- Tree-sitter: Parsing toolkit
- Z3: SMT solver
- Metamath: Formal math
Learning Resources
Permalink to Learning ResourcesBooks
Permalink to Books- "Types and Programming Languages" (Benjamin Pierce)
- "Practical Foundations for Programming Languages" (Robert Harper)
- "Homotopy Type Theory" (HoTT Book)
- "Software Foundations" (Benjamin Pierce et al.)
Online Courses
Permalink to Online Courses- Oregon Programming Languages Summer School
- Type Theory Foundations
- Certified Programming with Dependent Types
- Programming Language Foundations in Agda
Interactive Tutorials
Permalink to Interactive TutorialsResearch Areas
Permalink to Research AreasCurrent Topics
Permalink to Current Topics- Homotopy Type Theory
- Cubical Type Theory
- Linear Type Systems
- Gradual Typing
- Effect Systems
Applications in Development
Permalink to Applications in Development- Smart contracts
- Quantum computing
- Machine learning
- Security verification
- Distributed systems
Best Practices
Permalink to Best PracticesType System Design
Permalink to Type System Design- Safety properties
- Expressiveness
- Inference capabilities
- Implementation complexity
- User experience
Implementation Strategies
Permalink to Implementation Strategies- Bidirectional typing
- Constraint solving
- Modular design
- Performance optimization
- Error reporting
Future Directions
Permalink to Future DirectionsEmerging Applications
Permalink to Emerging Applications- Verified compilation
- Automated reasoning
- Program synthesis
- Type-based optimization
- Formal mathematics
Research Frontiers
Permalink to Research Frontiers- Higher-dimensional type theory
- Computational effects
- Refinement types
- Dependent linear types
- Modal type theory
Communities and Resources
Permalink to Communities and ResourcesAcademic Organizations
Permalink to Academic Organizations- Types Working Group
- LFCS
- Research groups
- Conferences
Online Communities
Permalink to Online CommunitiesJournals and Conferences
Permalink to Journals and Conferences- Journal of Functional Programming
- Logical Methods in Computer Science
- TYPES Conference
- POPL Conference
- ICFP Conference