← Nikolay Ninov
Projects
- Optimization on the Stiefel ManifoldActive
The topic of my math senior thesis and its Python implementation. Gradient-based optimization over the Stiefel manifold - the set of orthonormal matrices - using a descent algorithm on the tangent space to minimize arbitrary functions subject to orthogonality constraints.
PythonNumPyMatplotlibJupyter - C++ Neural Networks LibraryActive
A neural network library written in C++ with analytical derivative propagation, Eigen-backed linear algebra, and Python bindings via pybind11.
C++Eigenpybind11CMakeGoogleTest