nla-group

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15 repositories

fABBA
Public
A Python library for the fast symbolic approximation of time series
machine-learning time-series dimensionality-reduction time-series-analysis time-series-clustering time-series-classification time-series-forecasting symbolic-aggregate-approximation symbolic-representation
Python
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BSD 3-Clause "New" or "Revised" License
•9•44•1•0•Updated Feb 13, 2025Feb 13, 2025
classix
Public
Fast and explainable clustering in Python
visualization data-science machine-learning data-mining algorithm clustering cython classification data-analysis unsupervised-learning
Python
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MIT License
•11•114•1•0•Updated Feb 10, 2025Feb 10, 2025
WoodburyLS
Public
Fast solution of least squares problems with low-rank updates
MATLAB
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MIT License
•0•6•0•0•Updated Nov 6, 2024Nov 6, 2024
classix-matlab
Public
Fast and explainable clustering in MATLAB
MATLAB
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MIT License
•2•14•0•0•Updated Aug 7, 2024Aug 7, 2024
snn
Public
Fast fixed-radius nearest neighbor search
nearest-neighbor-search
Python
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MIT License
•1•17•0•0•Updated May 5, 2024May 5, 2024
Classix.jl
Public
Fast and explainable clustering in Julia
Julia
•1•3•0•0•Updated Jan 9, 2024Jan 9, 2024
GMRES-SDR
Public
GMRES with sketching and deflated restarting
MATLAB
•2•5•0•0•Updated Dec 31, 2023Dec 31, 2023
slearn
Public
Symbolic sequence learning package
machine-learning-algorithms symbolic-sequence
Python
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MIT License
•2•10•0•0•Updated Dec 14, 2023Dec 14, 2023
ABBA
Public
A symbolic time series representation building Brownian bridges
time-series time-series-clustering
Python
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MIT License
•6•17•4•6•Updated Jul 6, 2023Jul 6, 2023
ABBA-LSTM
Public
time-series-forecasting lstms
Python
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MIT License
•2•15•1•2•Updated Mar 24, 2023Mar 24, 2023
pdeoptim
Public
Spectral-in-time Newton-Krylov solver for nonlinear PDE-constrained optimization
MATLAB
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MIT License
•1•6•0•0•Updated Dec 12, 2022Dec 12, 2022
cabba
Public
A package of C plus plus version for ABBA
algorithms time-series-analysis
C++
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BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Oct 12, 2022Oct 12, 2022
TARZAN
Public
Anomaly detection algorithm
Python
•0•3•0•1•Updated Jun 21, 2022Jun 21, 2022
ABBAj.jl
Public
A Julia version of ABBA with parallel k-means implementation
data-mining timeseries julia
Julia
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BSD 3-Clause "New" or "Revised" License
•0•1•1•0•Updated Mar 28, 2022Mar 28, 2022
block_aaa
Public
Block-AAA: discrete rational least squares approximation
MATLAB
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MIT License
•3•4•0•0•Updated May 18, 2021May 18, 2021