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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

course_cnns_mia

Course - Convolutional Neural Networks with Applications in Medical Image Analysis

csvd

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

invariant-haralick-features

Matlab and python code (coming soon) for calculating the invariant Haralick features.

keras

Deep Learning for humans

keras-vis

Neural network visualization toolkit for keras

latentaugment

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.

maskininlarning

A translation of machine learning terms to Swedish

nethin

Nethin contains ready-to-use networks, additional functionality and helper functions for Keras.

numpy

The fundamental package for scientific computing with Python.

numsharp

High Performance Computation for Tensor in .NET, keep APIs same as NumPy and SciPy.

onpls

OnPLS: Orthogonal Projections to Latent Structures in Multiblock and Path Model Data Analysis

overleaf

A web-based collaborative LaTeX editor

plotneuralnet

Latex code for making neural networks diagrams

pylearn-doc

pylearn-epac

Embarrassingly Parallel Array Computing: EPAC is a machine learning workflow builder.

pylearn-parsimony

Structured Machine Learning in Python

pylearn-simulate

Generate theoretically sound simulated data.

pystatsml

Statistics and Machine Learning in Python