Comprehensive tutorial series for learning Eclexia, from beginner to expert level.
Level: Beginner Duration: 2-3 hours Prerequisites: Basic programming experience
Learn the fundamentals of Eclexia:
- Installation and setup
- Basic syntax and types
- Dimensional types for physical units
- Functions and control flow
- Data structures (arrays, vectors, hash maps)
- Error handling with Option and Result
- Introduction to resources and budgets
Topics Covered:
- Hello World with resource tracking
- Primitive and dimensional types
- If expressions and pattern matching
- Loops and iteration
- Working with the standard library
- Resource declaration and tracking
Level: Intermediate Duration: 3-4 hours Prerequisites: Getting Started tutorial
Master resource-aware programming patterns:
- Multi-resource management
- Adaptive execution for graceful degradation
- Carbon-aware scheduling
- Battery-conscious mobile applications
- Cost-optimized cloud services
- Real-time resource constraints
Topics Covered:
- Shadow prices and resource tradeoffs
- Adaptive blocks with multiple implementations
- Carbon-intensity APIs and geographic load shifting
- Battery-aware UI rendering and background tasks
- Spot instance bidding and multi-cloud optimization
- Priority-based scheduling with hard deadlines
Practice Projects:
- Carbon-aware CI/CD pipeline
- Battery saver video player
- Multi-cloud task scheduler
- Real-time control system with degradation
Level: Advanced Duration: 4-5 hours Prerequisites: Resource-aware programming, basic type theory
Deep dive into Eclexia's sophisticated type system:
- Dimensional analysis with phantom types
- Hindley-Milner type inference
- Generic programming and higher-kinded types
- Trait system and ad-hoc polymorphism
- Subtyping, variance, and type safety
- Type-level computation
- Effect system for tracking side effects
Topics Covered:
- Dimension algebra and type rules
- Bidirectional type checking
- Bounded generics and associated types
- Trait inheritance and blanket implementations
- Covariance, contravariance, and invariance
- Type-level natural numbers
- Implementing type-checked DSLs
- Linear types for resource safety
Advanced Topics:
- Type checker internals
- Unification algorithm
- Constraint generation and solving
- Effect inference
Level: Expert Duration: 5-6 hours Prerequisites: Advanced type system, linear programming basics
Use Eclexia for computational economics and quantitative research:
- Shadow pricing theory and dual variables
- Linear and integer programming
- Market equilibrium models
- Optimal resource allocation
- Dynamic pricing and demand response
- Carbon markets and emissions trading
- Auction mechanisms and mechanism design
- Agent-based economic modeling
Topics Covered:
- Dual simplex algorithm for shadow prices
- LP standard form and revised simplex
- Supply, demand, and Walrasian tatonnement
- Pareto efficiency and welfare maximization
- Real-time electricity pricing
- Cap-and-trade vs carbon tax
- Vickrey auctions and VCG mechanism
- Computable general equilibrium (CGE) models
Research Applications:
- Algorithmic mechanism design
- Climate economics simulation
- High-frequency trading strategies
- Energy market optimization
- Policy impact analysis
Each tutorial includes:
- Clear learning objectives - What you'll be able to do
- Comprehensive examples - Working code you can run
- Theory and practice - Understanding plus hands-on experience
- Best practices - How to write idiomatic Eclexia
- Practice exercises - Reinforce your learning
- Next steps - Where to go from here
- Beginner to Intermediate: 5-7 hours (Tutorials 1-2)
- Intermediate to Advanced: 9-12 hours (Tutorials 1-3)
- Complete Series: 14-18 hours (All 4 tutorials)
| Tutorial | Programming | Economics | Math | Type Theory |
|---|---|---|---|---|
| 1. Getting Started | Basic | None | None | None |
| 2. Resource-Aware | Intermediate | None | Basic algebra | None |
| 3. Advanced Types | Intermediate | None | Basic logic | Helpful |
| 4. Economics-as-Code | Intermediate | Helpful | Linear algebra | Optional |
- Standard Library API Documentation
- Language Reference Manual (coming soon)
- EBNF Grammar Specification (coming soon)
- examples/ - Complete example programs
- tests/conformance/ - Specification tests
- stdlib/ - Standard library source code
- GitHub: github.com/hyperpolymath/eclexia
- Issues: Report bugs and request features
- Discussions: Ask questions and share projects
- Contributing: See CONTRIBUTING.md
- Hands-on practice - Type out the examples, don't just read
- Experiment - Modify code to see what happens
- Read errors carefully - Eclexia's error messages are designed to be helpful
- Start simple - Master each concept before moving on
- Build projects - Apply what you've learned to real problems
- Read stdlib code - Learn from well-written Eclexia code
- Join the community - Ask questions, share your work
Total Content: ~22,000 words across 4 comprehensive tutorials
Author: Jonathan D.A. Jewell
License: PMPL-1.0-or-later
Last Updated: 2026-02-07
These tutorials are actively maintained and updated with new Eclexia features. If you find errors or have suggestions, please open an issue on GitHub.
Ready to start? Begin with Getting Started with Eclexia!