big-data-lab-umbc Goto Github PK

autodist

Simple Distributed Deep Learning on TensorFlow

aws-automation

bathymetry_super_resolution

big-data-climate-causality-analytics

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

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/

causality_discovery_as_a_service

chatgpt-comparison-detection

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

climax

concord-bft

Concord byzantine fault tolerant state machine replication library

cybertraining

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

dag-gnn

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.

edask

Earth data analytics using the Dask / XArray toolkit.

ensemble_causality_learning

federated-learning

femad

Flexible and Efficient MODIS data Aggregation and Distribution

generative-causal-explanations

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

hybrid-streaming-analytics-on-edge-cloud

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.

modis_aggregation

mpi_pi

Calculate PI using MPI with 3 different methods

multigpus-domain-adaptation

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

multivariate-weather-data-clustering

ocean-eddy-detection

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

reproducible_and_portable_app_in_cloud

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

sea-ice-prediction

spamfilteringonstreamingdata

NaiveBayesClassificationOnStreamingData