ML4ITS

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17 repositories

Latent-Diffusion-Model-for-Conditional-Reservoir-Facies-Generation
Public
[official] PyTorch implementation of Latent Diffusion Model for Conditional Reservoir Facies Generation
reservoir-modeling geostatistics geomodeling diffusion-models latent-diffusion-models
Python
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MIT License
•0•6•0•0•Updated Nov 7, 2024Nov 7, 2024
TimeVQVAE
Public
[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]
time-series vector-quantization time-series-generation synthetic-time-series timevqvae pytorch
Jupyter Notebook
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MIT License
•15•109•3•0•Updated Sep 19, 2024Sep 19, 2024
ml4its2024
Public
HTML
•0•0•0•0•Updated Aug 30, 2024Aug 30, 2024
TimeVQVAE-AnomalyDetection
Public
[official] PyTorch implementation of TimeVQVAE-AD, a time series anomaly detection model.
time-series ucr time-series-anomaly-detection ucr-anomaly-archive
Jupyter Notebook
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MIT License
•12•59•1•0•Updated Aug 9, 2024Aug 9, 2024
mtad-gat-pytorch
Public
PyTorch implementation of MTAD-GAT (Multivariate Time-Series Anomaly Detection via Graph Attention Networks) by Zhao et. al (2020, https://arxiv.org/abs/2009.02040).
time-series attention anomaly-detection graph-attention-networks graph-neural-networks 2021 gnn mtad-gat deep-learning pytorch
Python
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MIT License
•78•334•8•0•Updated Jan 16, 2024Jan 16, 2024
ml4its.github.io
Public
Websiteof ML4ITS project
HTML
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Apache License 2.0
•0•0•0•0•Updated Nov 29, 2023Nov 29, 2023
ml4its2023
Public
Page of ML4ITS 2022 Workshop
HTML
•0•0•0•0•Updated Sep 22, 2023Sep 22, 2023
prostate-cancer-prediction
Public
Python
•0•0•0•0•Updated Oct 30, 2022Oct 30, 2022
Aknes_clf
Public
Official implementation of the paper - "Ensemble and self-supervised learning for improved classification of seismic signals from the ̊Aknes rockslope"
Jupyter Notebook
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MIT License
•1•0•0•0•Updated Oct 21, 2022Oct 21, 2022
synthetic-data
Public
Generate synthetic time-series using generative adversarial networks. Functional end-to-end system for dataset generation, model registry/inferences and UI interface for evaluation.
machine-learning deep-learning time-series pytorch generative-adversarial-network gan synthetic-data docker
Jupyter Notebook
•3•11•0•0•Updated Aug 19, 2022Aug 19, 2022
vibcreg
Public
Python
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MIT License
•0•0•1•0•Updated May 10, 2022May 10, 2022
ml4its2021
Public
HTML
•0•0•0•0•Updated Sep 10, 2021Sep 10, 2021
ml4its.github.io.old
Public
homepage main-page
HTML
•0•0•0•0•Updated Apr 19, 2021Apr 19, 2021
hackathon2021-anomalydetection
Public
Anomaly Detection problem proposed at Hackathon 2021 organized by BrainNTNU and CogitoAI. The aim is to perform Unsupervised Anomaly Detection on a Radio Access Network (RAN) dataset shared by a Telenor Business Unit, with the possibility of leveraging the information on the position of the base stations.
telenor anomaly-detection hackhathon 2021 sintef
Jupyter Notebook
•2•3•1•0•Updated Mar 12, 2021Mar 12, 2021
ml4its-anomaly-detection
Public
Set of experiments for anomaly detection on timeseries
experiments anomaly-detection timeseries-analysis
Jupyter Notebook
•1•2•0•0•Updated Jan 21, 2021Jan 21, 2021
tdt99-2020
Public
Repository for the theory module TDT99
course idi ntnu timeseries-analysis 2020 lectures-slides
6•37•0•0•Updated Nov 27, 2020Nov 27, 2020
List-of-Papers
Public
Curated List of papers on Time Series Analysis
timeseries-analysis paper-list
Apache License 2.0
•3•17•0•0•Updated Sep 22, 2020Sep 22, 2020