Repositories list

• multivariate-weather-data-clustering

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •1•3•0•1•Updated Dec 9, 2024Dec 9, 2024

• Benchmarking-YOLO-models-using-SageMaker

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Nov 16, 2024Nov 16, 2024

• big-data-reu

  Public
  Repository for the Online Interdisciplinary Big Data Analytics in Science and Engineering REU (Research Experience for Undergraduates) Site program at UMBC. More at https://bigdatareu.umbc.edu/

  Jupyter Notebook

  •

  Apache License 2.0

  •10•5•0•0•Updated Nov 9, 2024Nov 9, 2024

• Causal-Feedback-with-CCM-on-Climate-Data

  Public
  Apache License 2.0

  •0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

• Evaluation-of-clustering-Algorithms-for-Multivariate-Spatiotemporal-Data

  Public
  We evaluate the performance and stability of traditional and deep clustering algorithms on Multivariate Spatiotemporal Data

  Apache License 2.0

  •0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

• Hybrid-Ensemble-Graph-Clustering

  Public
  Codebase for the paper titled: Hybrid Ensemble Deep Graph Temporal Clustering for Spatiotemporal Data

  0•0•0•0•Updated Nov 8, 2024Nov 8, 2024

• sea-ice-prediction

  Public
  Jupyter Notebook

  •6•17•0•0•Updated Aug 13, 2024Aug 13, 2024

• Reproducible_and_portable_app_in_cloud

  Public
  A toolkit to deploy, execute, analyze, and reproduce big data analytics automatically in the cloud.

  awsazurereproducibility+ 1cloud

  Python

  •7•6•6•0•Updated May 30, 2024May 30, 2024

• earth_ai_book_materials

  Public
  The repo contains all the source code, notebooks, and technical resources that assist students to read the book Artificial Intelligence in Earth Science.

  Jupyter Notebook

  •13•0•0•0•Updated May 9, 2023May 9, 2023

• ClimaX

  Public
  Python

  •

  MIT License

  •86•0•0•0•Updated Mar 20, 2023Mar 20, 2023

• chatgpt-comparison-detection

  Public
  Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

  Jupyter Notebook

  •119•0•0•0•Updated Mar 16, 2023Mar 16, 2023

• aws-automation

  Public
  Jupyter Notebook

  •1•6•1•0•Updated Feb 1, 2023Feb 1, 2023

• bathymetry_super_resolution

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•3•0•0•Updated Nov 3, 2022Nov 3, 2022

• cybertraining

  Public
  Multidisciplinary Research and Education on Big Data + High-Performance Computing + Atmospheric Sciences at UMBC

  big-datahpcatmospheric-science+ 1climate-science

  Jupyter Notebook

  •40•14•0•0•Updated Jul 13, 2022Jul 13, 2022

• Hybrid-Streaming-Analytics-on-Edge-Cloud

  Public
  Python

  •1•0•0•0•Updated Jun 10, 2022Jun 10, 2022

• Causality_Discovery_as_a_Service

  Public
  Python

  •1•1•0•0•Updated Apr 5, 2022Apr 5, 2022

• ocean-eddy-detection

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •1•0•0•0•Updated Feb 22, 2022Feb 22, 2022

• srgan

  Public
  Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

  Python

  •

  MIT License

  •14•0•0•0•Updated Jan 25, 2022Jan 25, 2022

• time-series-analysis

  Public
  Python

  •1•1•0•0•Updated Dec 9, 2021Dec 9, 2021

• PyTorch-GAN

  Public
  PyTorch implementations of Generative Adversarial Networks.

  Python

  •

  MIT License

  •4.1k•0•0•0•Updated Dec 6, 2021Dec 6, 2021

• MultiGpus-Domain-Adaptation

  Public
  fork from https://github.com/jindongwang/transferlearning/tree/master/code/DeepDA

  Python

  •0•0•0•0•Updated Sep 16, 2021Sep 16, 2021

• MODIS_Aggregation

  Public
  Python

  •

  Other

  •8•4•1•0•Updated Sep 10, 2021Sep 10, 2021

• generative-causal-explanations

  Public
  Code for "Generative causal explanations of black-box classifiers"

  Python

  •14•0•0•0•Updated Aug 20, 2021Aug 20, 2021

• stratus

  Public
  Synchronization Technology Relating Analytic Transparently Unified Services: Integrative framework presenting a unified API and workflow orchestration for varied climate data analytic services.

  Jupyter Notebook

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  GNU General Public License v3.0

  •4•0•0•0•Updated Apr 28, 2021Apr 28, 2021

• IoT-database-benchmarking

  Public
  This code was developed as part of research conducted at the UMBC Big Data lab. The purpose of this work is to develop a framework which can benchmark new generation of databases for IoT data. This is an Open Source which can be used freely.

  nosqlkafka-consumervoltdb+ 4kafka-producernewsqlbenchmark-frameworkmongodb-database

  Java

  •0•1•0•0•Updated Apr 17, 2021Apr 17, 2021

• autodist

  Public
  Simple Distributed Deep Learning on TensorFlow

  Python

  •

  Apache License 2.0

  •26•0•0•0•Updated Apr 5, 2021Apr 5, 2021

• concord-bft

  Public
  Concord byzantine fault tolerant state machine replication library

  C++

  •148•0•0•0•Updated Feb 8, 2021Feb 8, 2021

• deep-multisensor-domain-adaptation

  Public
  Python

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  Apache License 2.0

  •0•0•0•0•Updated Nov 10, 2020Nov 10, 2020

• big-data-deep-learning-4-satellite-data

  Public
  Jupyter Notebook

  •1•2•0•0•Updated Sep 2, 2020Sep 2, 2020

• Federated-Learning

  Public
  Python

  •65•0•0•0•Updated Aug 31, 2020Aug 31, 2020