Modeling and Data Science (MSD) research group

All

20 repositories

msd-irimas.github.io
Public
HTML
•0•0•0•0•Updated Nov 8, 2024Nov 8, 2024
Multi_Comparison_Matrix
Public
Multi Comparison Matrix: A long term approach to benchmark evaluations
benchmarking evaluation timeseriesclassification critical-difference-diagram
Python
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GNU General Public License v3.0
•2•20•0•0•Updated Nov 4, 2024Nov 4, 2024
REHAB-HMG
Public
Python
•0•1•0•0•Updated Sep 26, 2024Sep 26, 2024
Weighted-ShapeDBA-4-Rehab
Public
Python
•0•2•0•0•Updated Sep 13, 2024Sep 13, 2024
Simple-KAN-4-Time-Series
Public
A simple feature-based time series classifier using Kolmogorov–Arnold Networks
timeseries timeseriesclassification kans tsml kannetworks
Python
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GNU General Public License v3.0
•13•106•3•0•Updated Aug 17, 2024Aug 17, 2024
Augmenting-TSC-Elastic-Averaging
Public
Augmenting Time Series Datasets with Weighted Elastic Barycenter Averaging
machine-learning time-series dba data-augmentation averaging dtw-algorithm tsml time-series-averaging
Python
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GNU General Public License v3.0
•3•9•0•0•Updated Aug 7, 2024Aug 7, 2024
TRILITE
Public
Self-supervised learning to boost time series classification models using a triplet loss mechanism.
timeseries deep-learning triplet-loss time-series-analysis self-supervised-learning
Python
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GNU General Public License v3.0
•0•6•0•0•Updated Aug 7, 2024Aug 7, 2024
CF-4-TSC
Public
Hand-Crafted Convolutional Filters 4 Time Series
time-series convolutional-neural-networks timeseriesclassification sobel-filter timeseriesanalysis hand-crafted-convolution
Python
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GNU General Public License v3.0
•3•13•0•0•Updated Aug 7, 2024Aug 7, 2024
LITE
Public
LITE: Light Inception with boosTing tEchniques for Time Series Classification
timeseries deeplearning timeseriesclassification
Python
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GNU General Public License v3.0
•1•16•0•0•Updated Aug 7, 2024Aug 7, 2024
ShapeDBA
Public
Generating Time Series Prototypes with ShapeDTW Barycenter Averaging
timeseries dba dynamic-programming dtw-algorithm timeseriesnalysis timeseriesprototypes
Python
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GNU General Public License v3.0
•0•6•0•0•Updated Aug 7, 2024Aug 7, 2024
Elastic_Warping_Vis
Public
Visualization of Elastic Warping of Time Series Data
timeseries time-series dynamic-time-warping timeseries-analysis dynamictimewarp dtw-algorithm dtw-distances elasticdistances
Python
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GNU General Public License v3.0
•0•4•0•0•Updated Aug 7, 2024Aug 7, 2024
.github
Public
0•0•0•0•Updated Aug 7, 2024Aug 7, 2024
filter1D_visualization
Public
Visualization of 1D CNNs filters space for Time Series Analysis
timeseries convolutional-neural-networks cnns timeseriesclassification timeseriesanalysis convolution-kernels
Python
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GNU General Public License v3.0
•0•5•0•0•Updated Aug 7, 2024Aug 7, 2024
Evaluating-HMG
Public
Evaluating Human Motion Generation Models
survey evaluation-metrics human-motion human-motion-analysis human-motion-generation
Jupyter Notebook
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GNU General Public License v3.0
•1•3•0•1•Updated Aug 2, 2024Aug 2, 2024
SVAE-4-HMG
Public
A Supervised VAE Based Gen Model for Human Motion
variational-autoencoder generative-models human-motion human-motion-analysis conditional-variational-autoencoder generative-ai human-motion-generation
Python
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GNU General Public License v3.0
•0•3•0•0•Updated Jul 27, 2024Jul 27, 2024
DomainFoundationModelsTSC
Public
Domain Foundation Models for Time Series Classification
deep-learning time-series time-series-analysis timeseriesclassification self-supervised-learning pre-trained-model foundation-models
Python
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GNU General Public License v3.0
•0•7•0•0•Updated Jul 27, 2024Jul 27, 2024
VR-Instruments-in-Godot
Public
An experiment on sound synthesis, VR and Godot
GDScript
•0•0•0•0•Updated Jul 26, 2024Jul 26, 2024
KM-AR
Public
Karaoke Mugen for Hololens 2
ShaderLab
•0•0•0•0•Updated May 22, 2024May 22, 2024
reachy_mirror
Public
A mirroring application for Reachy
Python
•0•0•0•0•Updated May 21, 2024May 21, 2024
KD-4-TSC
Public
Applying knowledge distillation on FCN and Inception architectures for time series classification.
Python
•0•2•0•0•Updated Oct 9, 2023Oct 9, 2023