Julia Programming

  1. Performance and Optimization
    1. Performance Fundamentals
      1. Julia Performance Model
        1. Compilation Process
          1. Type Inference
            1. Method Specialization
            2. Performance Analysis
              1. Timing Macros
                1. Memory Profiling
                  1. Allocation Tracking
                    1. Benchmarking Tools
                    2. Optimization Techniques
                      1. Type Stability
                        1. Memory Management
                          1. Loop Optimization
                            1. Vectorization
                              1. In-place Operations
                              2. Performance Debugging
                                1. Code Inspection Macros
                                  1. Performance Bottlenecks
                                    1. Memory Allocation Issues
                                      1. Type Instabilities

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                                    15. Metaprogramming

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                                    17. Concurrency and Parallelism