fabian-sp

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https://fabian-sp.github.io/

fabian-sp's repositories

GGLasso

A Python package for General Graphical Lasso computation

Language:PythonMIT30 4 6

ncOPT

Constrained optimization for Pytorch using the SQP-GS algorithm

Language:PythonMIT27 20

lassonet

An implementation of LassoNet for arbitrary network architectures

Language:PythonBSD-3-Clause13 30

MoMo

MoMo: Momentum Models for Adaptive Learning Rates

Language:PythonMIT9 20

step-back

Deep Learning Optimization Experiments in Pytorch

Language:PythonBSD-3-Clause5 5 1

ProxSPS

Polyak step sizes with weight decay in Pytorch

Language:PythonBSD-3-Clause3 20

snspp

Stochastic Proximal Point algorithm for regularized statistical learning

Language:PythonBSD-3-Clause3 30

tidybib

A script for tidying bib files

Language:TeXBSD-3-Clause2 20

ProximalOperators.jl

Proximal operators for nonsmooth optimization in Julia

Language:JuliaNOASSERTION1 10

regular-layers

Pytorch modules for linear layers with L1/Nuclear norm regularization

Language:PythonBSD-3-Clause1 30

adamw-blog

Language:HTMLMIT000

fabian-sp.github.io

A personal website.

Language:JavaScriptMIT010

python-course-material

Language:Jupyter NotebookBSD-3-Clause020

optax

Optax is a gradient processing and optimization library for JAX.

Language:PythonApache-2.0000

probai-2023

Materials of the Nordic Probabilistic AI School 2023.

Language:Jupyter Notebook000

probai-2023-tutorials

Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023

Language:Jupyter NotebookApache-2.0000

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

Apache-2.0000