Tommy Löfstedt's repositories
invariant-haralick-features
Matlab and python code (coming soon) for calculating the invariant Haralick features.
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
Course_CNNs_MIA
Course - Convolutional Neural Networks with Applications in Medical Image Analysis
maskininlarning
A translation of machine learning terms to Swedish
Augmentor
Image augmentation library in Python for machine learning.
awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
awesome-normalizing-flows
Awesome resources on normalizing flows.
Class-agnostic-loss-function
Repository for Gabriella Norman's master thesis project: A segmentation network with a class-agnostic loss function to train on incomplete data
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
CyberBattleSim
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
dday
Latex template for DDay (Department Day) at the Computing Science Department at Umeå University.
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
DOOM
DOOM Open Source Release
imgaug
Image augmentation for machine learning experiments.
Interactive_Tools
Interactive Tools: Machine Learning, Deep Learning, Math, and related fields
keras-vis
Neural network visualization toolkit for keras
KrylovPLS
An implementation of the regularised Krylov subspace formulation of partial least squares regression (PLS-R).
lecun1989-repro
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
NumSharp
High Performance Computation for Tensor in .NET, keep APIs same as NumPy and SciPy.
overleaf
A web-based collaborative LaTeX editor
PlotNeuralNet
Latex code for making neural networks diagrams
pylearn-parsimony
Structured Machine Learning in Python
pylearn-simulate
Generate theoretically sound simulated data.
scikit-image
Image processing in Python
stable-diffusion
A latent text-to-image diffusion model