neurodata

hyppo

Python package for multivariate hypothesis testing

SPORF

This is the implementation of Sparse Projection Oblique Randomer Forest

m2g

NeuroData's MRI to Graphs (m2g) - connectome estimation package and pipeline

scikit-tree

Scikit-learn compatible decision trees beyond those offered in scikit-learn

ProgLearn

NeuroData's package for exploring and using progressive learning algorithms

brainlit

Method container for computational neuroscience on brains.

df-dn-paper

Conceptual & empirical comparisons between decision forests & deep networks

neurodata.io

Homepage for NeuroData

CloudReg

CloudReg

SDTF

Exploring streaming options for decision trees and random forests. Based on scikit-learn fork.

scikit-learn

scikit-learn-tree fork: A fork that enables extensions of Python and Cython API for decision trees

bilateral-connectome

A paper investigating bilateral symmetry of connectome networks.

honest-forests

Honest decision forests and trees implemented efficiently and scikit-learn compliant.

hyppo-papers

kdg

Exploring and using kernel density algorithms

talks

NeuroData Talks

might

treeple

causal_batch

kmerf

ksample

Figure replication code for "High-dimensional and universally consistent k-sample tests"

ood-tl

Exploring how out-of-distribution (target) tasks improve (or degrade) the performance of a learning algorithm on an in-distribution (source) task.

sex_classification

A repository to explore interpretability of sex classification using structural MRI data.

alzheimers-mouse

CEP_experiments

connectomic-heritability

graphbook_figures

mgcx

Code for paper "Independence Testing for Multivariate Time Series." https://openreview.net/forum?id=jv1aPQINc4

rbc

xai