Domain-specific mathematical and engineering toolboxes matching MATLAB standards. More...
Topics | |
| 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. | |
Domain-specific mathematical and engineering toolboxes matching MATLAB standards.