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Python Command Line Tools
Build powerful command-line applications with Click, argparse, and more. Learn professional CLI development patterns.
Available Books
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Minimal Python
Learn Python fundamentals with a minimalist approach. Focus on core concepts and practical applications.
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Testing in Python
Master testing practices with pytest, unittest, and TDD. Build reliable Python applications with confidence.
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Python for Data Science
Master Python fundamentals for data analysis with NumPy, Pandas, and real-world datasets. Interactive examples included.
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Deterministic Agents: PMAT Quality Metrics
Building Reliable AI Systems with Formal Verification. Interactive presentation on quality metrics and deterministic agents.
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The Ruchy Programming Language
Learn Ruby fundamentals with WebAssembly-powered interactive examples. Implementation-first documentation with TDD approach.
Interactive Demos
Explore the Sovereign AI Stack with these interactive WASM-powered demos.
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Monte Carlo S&P 500
Real-time portfolio simulation using 96 years of S&P 500 data. GPU/SIMD-accelerated with aprender + trueno.
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Pong AI
Classic Pong game with neural network AI opponent. Built with jugar game engine - 100% Rust/WASM.
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Orbital Simulation
N-body physics simulation with real-time orbital mechanics. Powered by simular simulation engine.
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TSP Solver
Traveling Salesman Problem solver with genetic algorithms. Interactive city placement and route optimization.
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Shell ML
Machine learning from the command line. Interactive shell for training and inference with aprender.
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Brown Noise
Deep, smooth sound for sleep and focus. .apr format configuration with presets and custom settings.
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WOS: Web Operating System
Web OS, APR Model Playground and Kernel MicroVM. Real aprender ML models with 200+ Poppian falsification tests. Pure Rust/WASM microkernel OS.