Pinned Repositories
adamw-blog
GGLasso
A Python package for General Graphical Lasso computation
lassonet
An implementation of LassoNet for arbitrary network architectures
MoMo
MoMo: Momentum Models for Adaptive Learning Rates
ncOPT
Constrained optimization for Pytorch using the SQP-GS algorithm
ProxSPS
Polyak step sizes with weight decay in Pytorch
regular-layers
Pytorch modules for linear layers with L1/Nuclear norm regularization
snspp
Stochastic Proximal Point algorithm for regularized statistical learning
step-back
Deep Learning Optimization Experiments in Pytorch
tidybib
A script for tidying bib files
fabian-sp's Repositories
fabian-sp/GGLasso
A Python package for General Graphical Lasso computation
fabian-sp/ncOPT
Constrained optimization for Pytorch using the SQP-GS algorithm
fabian-sp/MoMo
MoMo: Momentum Models for Adaptive Learning Rates
fabian-sp/lassonet
An implementation of LassoNet for arbitrary network architectures
fabian-sp/step-back
Deep Learning Optimization Experiments in Pytorch
fabian-sp/snspp
Stochastic Proximal Point algorithm for regularized statistical learning
fabian-sp/ProxSPS
Polyak step sizes with weight decay in Pytorch
fabian-sp/tidybib
A script for tidying bib files
fabian-sp/regular-layers
Pytorch modules for linear layers with L1/Nuclear norm regularization
fabian-sp/adamw-blog
fabian-sp/fabian-sp.github.io
A personal website.
fabian-sp/python-course-material
fabian-sp/ml-bib
Bibliography database for machine learning conferences.
fabian-sp/optax
Optax is a gradient processing and optimization library for JAX.
fabian-sp/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more