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advertorch

A Toolbox for Adversarial Robustness Research

asymmetricdiffusionmapping

autodidact

A pedagogical implementation of Autograd

autograd

Efficiently computes derivatives of numpy code.

bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

bayes_sinusoid

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

brainspace

BrainSpace is an open-access toolbox that allows for the identification and analysis of gradients from neuroimaging and connectomics datasets | available in both Python and Matlab |

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

coin

The COntextual INference (COIN) model

conditional-sig-wasserstein-gans

controllabledl

copilot-docs

Documentation for GitHub Copilot

cot-gan

COT-GAN: Generating Sequential Data via Causal Optimal Transport

covariancetoolbox

Covariance toolbox for matlab, including riemannian geometry

covid19-forecast-hub

Projections of COVID-19, in standardized format

cpython

The Python programming language

dagma

A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization"

deep-signature-transforms

Code for "Deep Signature Transforms"

deepxde

A library for scientific machine learning and physics-informed learning

distribution_regression_streams

dmm

Deep Markov Models

edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

event-segmentation

Code for automatic event segmentation and alignment of neuroimaging data

featuresaliencyhmm

Implementation of Feature Saliency Hidden Markov Model (Adams, et al, 2016)

gdm

Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. De Domenico and G. Mangioni

genlouvain

A generalized Louvain method for community detection implemented in MATLAB

geomloss

Geometric loss functions between point clouds, images and volumes

geomstats

Computations and statistics on manifolds with geometric structures.

gitignore

A collection of useful .gitignore templates