fabian-sp

GGLasso. A Python package for General Graphical Lasso computation

ncOPT. Constrained optimization for Pytorch using the SQP-GS algorithm

MoMo. MoMo: Momentum Models for Adaptive Learning Rates

lassonet. An implementation of LassoNet for arbitrary network architectures

ml-bib. Bibliography database for machine learning conferences.

lr-scheduling. Code for "The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training"

sda. Optimization benchmark for diffusion model training on dynamical systems

step-back. Deep Learning optimization experiments in Pytorch

snspp. Stochastic Proximal Point algorithm for regularized statistical learning

ProxSPS. Polyak step sizes with weight decay in Pytorch

tidybib. A script for tidying bib files

regular-layers. Pytorch modules for linear layers with L1/Nuclear norm regularization