neurodata

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271 repositories

brainlit
Public
Method container for computational neuroscience on brains.
neuroscience neuroimaging python
Python
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Other
•17•27•73•5•Updated Nov 13, 2024Nov 13, 2024
treeple
Public
Scikit-learn compatible decision trees beyond those offered in scikit-learn
python machine-learning random-forest cython scikit-learn estimation decision-trees causal-inference causal-machine-learning
Jupyter Notebook
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Other
•14•67•53•13•Updated Nov 11, 2024Nov 11, 2024
causal_batch
Public
R
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Other
•0•2•0•0•Updated Nov 7, 2024Nov 7, 2024
prolearn
Public
Prospective Learning: Learning for a Dynamic Future (NeurIPS 2024)
Python
•0•4•1•0•Updated Nov 6, 2024Nov 6, 2024
scikit-learn
Public
scikit-learn-tree fork: A fork that enables extensions of Python and Cython API for decision trees
Python
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BSD 3-Clause "New" or "Revised" License
•25k•7•8•11•Updated Nov 6, 2024Nov 6, 2024
neurodata.io
Public
Homepage for NeuroData
website outreach static-site neuroimaging
TeX
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Other
•18•12•25•3•Updated Nov 2, 2024Nov 2, 2024
value-of-ood-data
Public
The value of out-of-distribution data (ICML 2023)
machine-learning computer-vision statistical-learning ood-generalization
Python
•0•8•0•0•Updated Oct 31, 2024Oct 31, 2024
ProgLearn
Public
NeuroData's package for exploring and using progressive learning algorithms
deep-neural-networks deep-learning classification transfer-learning decision-trees domain-adaptation random-forests continual-learning
Jupyter Notebook
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Other
•42•35•45•10•Updated Oct 28, 2024Oct 28, 2024
pro-learn
Public
Prospective learning code, documentation, and tutorials
0•0•0•0•Updated Oct 14, 2024Oct 14, 2024
hyppo
Public
Python package for multivariate hypothesis testing
python data-science independence hypothesis-testing hacktoberfest ksample-testing
Python
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Other
•87•219•44•3•Updated Oct 9, 2024Oct 9, 2024
df-dn-paper
Public
Conceptual & empirical comparisons between decision forests & deep networks
machine-learning deep-neural-networks deep-learning classification decision-trees random-forests
Jupyter Notebook
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Other
•8•17•9•0•Updated Sep 27, 2024Sep 27, 2024
might
Public
Other
•1•3•2•0•Updated Sep 25, 2024Sep 25, 2024
talks
Public
NeuroData Talks
HTML
•8•4•1•0•Updated Sep 4, 2024Sep 4, 2024
graphbook-code
Public
Simple package storing functions useful in writing the graphstats book.
Jupyter Notebook
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MIT License
•1•4•2•0•Updated Sep 2, 2024Sep 2, 2024
kdg
Public
Exploring and using kernel density algorithms
Jupyter Notebook
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Other
•6•5•7•0•Updated Aug 2, 2024Aug 2, 2024
rbc
Public
Jupyter Notebook
•0•0•0•0•Updated Jun 21, 2024Jun 21, 2024
kmerf
Public
Jupyter Notebook
•0•1•0•0•Updated Jun 9, 2024Jun 9, 2024
sex_classification
Public
A repository to explore interpretability of sex classification using structural MRI data.
Jupyter Notebook
•0•0•0•0•Updated Jun 6, 2024Jun 6, 2024
mgcx
Public
Code for paper "Independence Testing for Multivariate Time Series." https://openreview.net/forum?id=jv1aPQINc4
Jupyter Notebook
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Other
•0•0•0•0•Updated Jun 3, 2024Jun 3, 2024
alzheimers-mouse
Public
Jupyter Notebook
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Other
•0•0•0•0•Updated May 20, 2024May 20, 2024
SPORF
Public
This is the implementation of Sparse Projection Oblique Randomer Forest
python r cpp random-forest classification decision-trees
C++
•46•97•90•11•Updated May 3, 2024May 3, 2024
CEP_experiments
Public
Jupyter Notebook
•0•0•0•0•Updated May 3, 2024May 3, 2024
m2g
Public
NeuroData's MRI to Graphs (m2g) - connectome estimation package and pipeline
Python
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Other
•37•64•29•0•Updated Apr 13, 2024Apr 13, 2024
ksample
Public
Figure replication code for "High-dimensional and universally consistent k-sample tests"
Other
•0•1•0•0•Updated Apr 6, 2024Apr 6, 2024
hyppo-papers
Public
Jupyter Notebook
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Other
•3•6•0•0•Updated Apr 6, 2024Apr 6, 2024
ood-tl
Public
Exploring how out-of-distribution (target) tasks improve (or degrade) the performance of a learning algorithm on an in-distribution (source) task.
Jupyter Notebook
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Other
•0•1•0•0•Updated Apr 5, 2024Apr 5, 2024
bilateral-connectome
Public
A paper investigating bilateral symmetry of connectome networks.
statistics network neuroscience network-analysis connectome connectome-mapping
Python
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Other
•3•6•0•0•Updated Apr 5, 2024Apr 5, 2024
honest-forests
Public
Honest decision forests and trees implemented efficiently and scikit-learn compliant.
Python
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Other
•2•6•3•1•Updated Apr 5, 2024Apr 5, 2024
CloudReg
Public
CloudReg
MATLAB
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Other
•8•9•4•1•Updated Apr 5, 2024Apr 5, 2024
SDTF
Public
Exploring streaming options for decision trees and random forests. Based on scikit-learn fork.
classification decision-trees streaming-data machine-learning
Jupyter Notebook
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Other
•2•8•9•0•Updated Apr 5, 2024Apr 5, 2024