DESKTOP APPLICATION
Interactive visualizations.
Export publication-ready figures.
# Quick analysis
$ pca analyze data.csv
$ pca validate spectra.csv
$ pca transform model.json
COMMAND-LINE TOOL
Automation-ready tool.
CSV input format.
JSON output format.
CSV EDITOR
Prepare data for PCA analysis.
Handle missing values.
Import CSV files with numerical data.
Use GoCSV Desktop for easy import and editingConfigure components and algorithm. View results instantly.
Execute PCA computation in GoPCA Desktop or pca CLIAll computations run on your machine. No external dependencies.
Full source code available. Modify and redistribute freely.
SVD, NIPALS, Kernel, and SSA algorithms. Validated against scikit-learn.
No telemetry. No analytics. No data collection.