nk 1.0.0
C++ Numerical Computing Runtime
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Topics
Here is a list of all topics with brief descriptions:
[detail level 12]
 FundamentalsCore matrix manipulation, elementary math, data types, string formatting, and language execution
 Elementary Matrices and Array Manipulation (elmat)Elementary matrix constructors, shape modification, indexing, concatenation, and specialized test matrices
 Elementary Math Functions (elfun)Trigonometric, hyperbolic, exponential, logarithmic, complex, and rounding operations
 Operators and Elementary Operations (ops)Arithmetic (+, -, *, /), relational (==, <, >), logical (&, |, ~, xor), bitwise (bitand, bitshift), and transpose operations
 Matrix Functions and Numerical Linear Algebra (matfun)Linear equation solvers, matrix factorizations (LU, QR, SVD, Cholesky), condition numbers, and matrix exponentials
 Data Analysis and Fourier Transforms (datafun)Reductions, basic summary statistics, cumulative operations, numerical differences, 1D/2D/N-D Fourier transforms, and accumarray
 Specialized Mathematical Functions (specfun)Bessel functions, Airy functions, Gamma, Beta, Error functions, and Number Theory primitives
 Polynomials and Interpolation (polyfun)Polynomial curve fitting, roots, derivatives, integration, 1D/2D/3D interpolation, and piecewise cubic splines
 Character Strings and Text (strfun)Text composition, formatted string output (sprintf), search, regular expressions, and type conversions
 Data Types and Structures (datatypes)Numeric type casting, struct arrays, cell arrays, map/dictionary containers, and type introspection (isa, isnumeric)
 Time and Dates (timefun)System clock, benchmarking timers (tic/toc), date calculations, and execution pauses
 Language Syntax, Diagnostics and Help (lang)Keywords, variable naming rules, error/warning handling, exception structures, and interactive discovery (help, what)
 File I/O and Workspace Persistence (iofun)Formatted file streams, textscan/csvread parsing, and workspace save/load persistence
 ToolboxesDomain-specific mathematical and engineering toolboxes matching MATLAB standards
 Signal Processing Toolbox (signal)Digital filter design (IIR/FIR), filter implementation (filtfilt/sosfilt), spectral analysis (FFT/pwelch/spectrogram), windows, and waveforms
 Statistics and Machine Learning Toolbox (stats)Descriptive statistics, 20+ probability distributions, hypothesis testing (t-test, ANOVA), regression models, PCA, and clustering
 Image Processing Toolbox (image)Color space conversions, morphological operations, 2D spatial filtering, geometric transformations, and quality metrics (SSIM, PSNR)
 Control System Toolbox (control)Linear time-invariant (LTI) system representation (tf, ss, zpk), frequency response (Bode, Nyquist), time response (step, impulse), and stability
 Optimization Toolbox (optim)Unconstrained and bound-constrained nonlinear optimization, root finding (fzero, fsolve), and nonlinear curve fitting
 Wavelet Toolbox (wavelet)1D/2D Discrete Wavelet Transform (DWT), Stationary Wavelet Transform (SWT), filter banks, wavelet denoising, and continuous wavelets
 Communications Toolbox (comm)Digital modulation schemes (PSK, QAM, APSK, FSK, OFDM), channel models (AWGN, fading), error correction coding, and source coding
 Audio Toolbox (audio)Acoustic feature extraction (pitch, spectral flux, roll-off), audio representations (MFCC, Mel-spectrogram), and equalization DSP
 Differential Equations (ode)Explicit and implicit Runge-Kutta numerical ODE solvers (ode45, ode23, ode113, ode15s, ode23s) and event handling
 2D & 3D Scientific Graphics (graphics)Interactive figure management, line plots (plot), surface visualization (surf, mesh), scatter charts, histograms, and colormaps