Alex Shtof

autodiff. A .NET library that provides fast, accurate and automatic differentiation (computes derivative / gradient) of mathematical functions.

torchcurves. Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs

trem_opf_solver. A MATLAB solver for a specific family of Optimal Power Flow problems.

inc_prox_pt. Proximal-point methods for machine learning

SketchModeller. C#

fitstream. PyTorch training loop as an event stream

alexshtf.github.io. My personal webpage

torch_batch_iter. Utilities for fast iteration over (grouped) mini-batches of in-memory tensors

exp_prox_pt. Proximal point with exponential losses

skpoly. Orthogonal / Bernstein polynomial features for Scikit-Learn

qt_vs. Visual Studio build customizations for Qt Meta Object Compiler and UI Compiler