QR, symmetric eigendecomposition and SVD for batches of matrices on Apple Silicon GPUs, for MLX and PyTorch: 2x to 10x faster than the CPU. Each call is routed to the fastest Metal kernel, or to the CPU, by a policy measured per Mac. C++, Python, Swift and C.
A C++ tensor math library with pluggable backends. Write the mathematics once and run it on Apple Silicon (MLX), the CPU (Eigen) or PyTorch (LibTorch) by changing a single word in CMake.
Non-convex Global Optimizer for locally symmetrical manifolds: SO(d), Stiefel & Grassmann Manifolds.
A C++ library for exact, efficient sampling from the isotropic Riemannian Gaussian on the rotation group SO(d) and the Stiefel manifold, using a spectral reduction to a low-dimensional Weyl chamber.
Consensus-based optimisation for Gaussian variational inference, run directly on the Bures–Wasserstein manifold. A horizontal anisotropic noise on square roots of the covariance removes the need for regularisation near singular Gaussians.
A Python library for quantitative finance ⚖️. It combines deep learning and rough path theory to provide accurate, reliable price bounds for American options under advanced stochastic volatility models.
A deterministic numerical framework designed to solve high-dimensional Heterogeneous Agent New Keynesian (HANK) macroeconomic models. It bypasses the curse of dimensionality by representing complex economic distributions and value functions as highly compressed Quantized Tensor Trains rather than massive, traditional grids.
A library for creating and analyzing holographic tensor networks built on the geometric framework of hyperbolic buildings. This tool serves as a numerical laboratory for holography, transforming the abstract mathematical theory of Holographic tensor networks from hyperbolic buildings into a tangible and interactive computational tool.
A lightweight Python library for calculating resource monotones from the theory of Quantum State Texture. It provides a robust, numerically stable, and easy-to-use interface for researchers and students in quantum information science.
Group characters that are related through words in a given dictionary.
Build a Questionnaire with a progress bar for React Js app.
Get a detailed cost estimation from a range of home improvement projects. Click here to try it out.
Hassle free and faster file uploading to LocalGov BCMS website. Click here to try it out.