EigenAlpha
EigenAlpha
Master the geometric and algebraic concepts of Linear Algebra. Train through structured units, visual macro skill maps, and verified case studies on your mobile device.
"Unlock the vector space. Deconstruct complex transformations and spectral convergence with stunning, high-contrast visual diagnostics."
EigenAlpha tracks your conceptual accuracy across 6 core mathematical vectors, generating dynamic competency matrices.
Analyze eigen-spaces and vector properties under coordinate transformations without dimensional distortion.
Visualize vectors projected onto multi-dimensional subspaces, analyzing landing zones and residuals.
Trace row reductions and pivoting structures during Gaussian Elimination using dynamic visual overlays.
Master the mechanics of matrix multiplication, linear combinations, and fundamental system operations.
Deconstruct matrices into simple, orthogonal coordinates using eigenvalues and singular value parameters.
Determine dimension metrics, nullity parameters, kernel spaces, and row-column span ranks.
Follow real-world math applications step-by-step through a premium timeline interface.
Verify links matrices and adjust column vectors with damping factor alpha = 0.85 to construct a valid stochastic transition matrix.
Verify that the largest eigenvalue is exactly 1.0, ensuring the existence of a unique, stationary probability convergence state.
Compute convergence limits. The second largest eigenvalue magnitude governs the speed of system stabilization.
Review our App Store compliance documentation, privacy frameworks, and terms of service.
Last Updated: May 22, 2026
At EigenAlpha, we prioritize your privacy. This Privacy Policy details our data collection and protection strategies for California and international users.
All learning history, competency logs, completed drills, and analytics metrics are stored exclusively on your device using Apple's local SwiftData/CoreData engine. No databases are synchronized, mirrored, or sent to external servers.
We do not collect, view, or store any personally identifiable information (PII), such as names, phone numbers, location data, or emails. We do not require registration or user accounts.
All in-app purchases, licensing states, and restorations are handled securely through Apple's StoreKit framework. Payment details, Apple ID numbers, and billing data are never shared with or processed by EigenAlpha developers.
Since we do not collect, store, or sell any personal data of California residents, CCPA requirement criteria are inherently satisfied. We maintain a zero-tracking framework.
Last Updated: May 22, 2026
By using the EigenAlpha application, you agree to comply with and be bound by the following Terms of Service governed by the laws of the State of California, United States.
All course plans, timelines, vector graphics, code logic, and educational structures are the exclusive intellectual property of the developers and protected by US and international copyright law.
EigenAlpha provides a trial tier and a Premium Upgrade purchased via In-App Purchase. The license grants you a personal, non-transferable, non-exclusive right to use premium content on your Apple devices linked to your App Store account.
Purchases can be restored at any time in the Settings view. Refund operations must be requested directly through Apple's purchases support portal. We do not control transactions.
These terms shall be governed by and construed in accordance with the laws of the State of California. Any legal action or dispute arising out of this agreement shall be filed in the courts of California, USA.
Last Updated: May 22, 2026
Please read these disclaimers carefully before using the App or referencing its solutions.
EigenAlpha is designed solely as an interactive supplement to university and technical Linear Algebra classes. It is not a replacement for classroom coursework, academic instruction, or certification exams.
While the drills and explanations reflect core syllabus topics, the developers provide no guarantees of classroom success, grades, exam passage, or standardized test performance in any institution.
Calculations, matrices, and solution steps are provided "as-is" for training purposes. We exclude any warranties, express or implied, regarding mathematical completeness, accuracy in custom configurations, or data persistence.
Need diagnostic help, have app feedback, or want to inquire about license restorations? Contact us directly. Our support operations are based in California, USA.
Contact support: jtscientific2016@gmail.com