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fabian-sp's Projects

gglasso icon gglasso

A Python package for General Graphical Lasso computation

lassonet icon lassonet

An implementation of LassoNet for arbitrary network architectures

momo icon momo

MoMo: Momentum Models for Adaptive Learning Rates

ncopt icon ncopt

Constrained optimization for Pytorch using the SQP-GS algorithm

optax icon optax

Optax is a gradient processing and optimization library for JAX.

probai-2023 icon probai-2023

Materials of the Nordic Probabilistic AI School 2023.

proxsps icon proxsps

Polyak step sizes with weight decay in Pytorch

pytorch-image-models icon 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

regular-layers icon regular-layers

Pytorch modules for linear layers with L1/Nuclear norm regularization

snspp icon snspp

Stochastic Proximal Point algorithm for regularized statistical learning

step-back icon step-back

Deep Learning Optimization Experiments in Pytorch

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