neurodata

hyppo

Python package for multivariate hypothesis testing

SPORF

This is the implementation of Sparse Projection Oblique Randomer Forest

treeple

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

m2g

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

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

value-of-ood-data

The value of out-of-distribution data (ICML 2023)

prolearn

Prospective Learning: Learning for a Dynamic Future (NeurIPS 2024)

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

hyppo-papers

kdg

Exploring and using kernel density algorithms

causal_batch

graphbook-code

Simple package storing functions useful in writing the graphstats book.

talks

NeuroData Talks

might

yggdrasil-decision-forests

A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

autogmm

Python package for automatic Gaussian mixture modeling

kmerf

ksample

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

mgcx

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

ood-tl

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

prolearn2

Prospective Learning in Retrospect (AGI 2025)

sex_classification

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

alzheimers-mouse

CEP_experiments

pro-learn

Prospective learning code, documentation, and tutorials

rbc