Big Data Analytics Lab @ UMBC

sea-ice-prediction

cybertraining

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

aws-automation

Reproducible_and_portable_app_in_cloud

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

big-data-reu

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/

MODIS_Aggregation

bathymetry_super_resolution

multivariate-weather-data-clustering

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

Causality_Discovery_as_a_Service

IoT-database-benchmarking

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.

time-series-analysis

autodist

Simple Distributed Deep Learning on TensorFlow

Benchmarking-YOLO-models-using-SageMaker

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

chatgpt-comparison-detection

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

ClimaX

concord-bft

Concord byzantine fault tolerant state machine replication library

deep-multisensor-domain-adaptation

earth_ai_book_materials

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

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

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

Federated-Learning

generative-causal-explanations

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

Hybrid-Ensemble-Graph-Clustering

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

Hybrid-Streaming-Analytics-on-Edge-Cloud

MultiGpus-Domain-Adaptation

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

ocean-eddy-detection

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

srgan

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

stratus

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