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misvm

Multiple-Instance Support Vector Machines

ml

Implementations of classic Machine Learning algorithms

mlpy

Just an implementation of a ANN Multi-layer perceptron using numpy

models

Models built with TensorFlow

multi-layered-feed-forward-neural-networks-and-backpropagation-for-handwritten-digits

nascell-automl

neural-decision-forests

An implementation of the Deep Neural Decision Forests in PyTorch

noisynaturalgradient

Pytorch Implementation of paper "Noisy Natural Gradient as Variational Inference"

nswmcmc

Minimal code to implement nested sampling with random walk MCMC moves to explore the likelihood-constrained prior

odin-pytorch

Principled Detection of Out-of-Distribution Examples in Neural Networks

omgp-gpy

online-svr

Implementation of Accurate Online Support Vector Regression in Python.

open_ia

A tool for the visual analysis and processing of volumetric datasets, with a focus on industrial computed tomography.

optimization

optimization algorithms for scheduling problem

ordinalframework

particle-trajectory-simulator-microfluidics

Simulate micro-scale particle trajectories traveling through fluid and electric fields.

paysage

Unsupervised learning and generative models in python/pytorch.

phessianfree

Hessian free optimization in python for smooth unconstrained problems

progressive-neural-architecture-search

Implementation of Progressive Neural Architecture Search in Keras and Tensorflow

pyknossos

PyKNOSSOS is a software tool for the visualization and annotation of 3D image data and was developed for high-throughput image annotation of 3D electron microscopy stacks of brain tissue. http://www.ariadne-service.com

pypso

The Python implementation of Particle Swarm Optimization (PSO) Toolbox

python-alsmicroct

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytransform3d

3D transformations for Python

quasifit

QuasiFit is a Bayesian MCMC sampler for inferring fitness landscapes in the quasispecies model subject to mutation-selection equilibrium.

racos

A theoretically-grounded derivative-free optimization method, born from a statistical view of evolutionary algorithms

random_walk_simulator

the python version of random_walk_simulator

random_walks

randomwalk

An implementation of a random walk and a loop erased random walk in python

rarecognize

Implementation of RaRecognize (ECML 2019)