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oxnr /awesome-bigdata

A curated list of awesome big data frameworks, ressources and other awesomeness.

data-science data awesome database data-stream bigdata series-database data-visualization data-warehouse stream-processing data-analytics awesome-list distributed-database visualize-data streaming-data

UpdatedFeb 14, 2025

strimzi-kafka-operator

strimzi /strimzi-kafka-operator

Apache Kafka® running on Kubernetes

kubernetes kafka openshift messaging data-stream kafka-connect kubernetes-operator kafka-streams hacktoberfest kubernetes-controller data-streaming data-streams

UpdatedMar 25, 2025
Java

go-streams

reugn /go-streams

A lightweight stream processing library for Go

redis workflow kafka pipeline etl websocket data-stream streams stream-processing pulsar windowing aerospike streaming-api kafka-streams throttling data-pipeline streaming-data nats-streaming stream-processor low-code

UpdatedMar 22, 2025
Go

tylertreat /BoomFilters

Probabilistic data structures for processing continuous, unbounded streams.

go filter data-stream bloom-filter count-min-sketch probabilistic-programming cuckoo-filter scalable-bloom-filters counting-bloom-filters stable-bloom-filters

UpdatedMar 15, 2021
Go

OpenSCAP /openscap

NIST Certified SCAP 1.2 toolkit

data-stream compliance scap xccdf oval cpe scanning openscap

UpdatedMar 21, 2025
XSLT

MentatInnovations /datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

python iot elasticsearch data-science alerts kibana dashboard timeseries jupyter sklearn data-stream datascience dataset machinelearning anomaly anomalydetection anomalydiscovery anomaly-detection bokeh-dashboard dsio

UpdatedMar 31, 2020
Python

vladimirvivien /automi

A stream processing API for Go (alpha)

go golang data-stream stream-processing streaming-api

UpdatedMar 13, 2025
Go

conduit

ConduitIO /conduit

Conduit streams data between data stores. Kafka Connect replacement. No JVM required.

go kafka etl data-stream data-engineering conduit data-integration data-pipeline kafkaconnect

UpdatedMar 25, 2025
Go

Spreads /Spreads

Series and Panels for Real-time and Exploratory Analysis of Data Streams

real-time time-series cep data-stream series-manipulation

UpdatedApr 16, 2023
C#

scramjet

scramjetorg /scramjet

Public tracker for Scramjet Cloud Platform, a platform that bring data from many environments together.

javascript python raspberry-pi event-stream data-stream transformations reactive-programming data-processing edge-computing data-space virtual-data-environment

UpdatedDec 26, 2022

Western-OC2-Lab /PWPAE-Concept-Drift-Detection-and-Adaptation

Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.

iot machine-learning data-stream lightgbm adaptive-learning ensemble-learning drift online-learning streaming-data real-time-analytics concept-drift change-detector intrusion-detection-system anomaly-detection iot-data-analytics drift-detection cicids2017

UpdatedJun 5, 2023
Jupyter Notebook

ertis-research /kafka-ml

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

docker kubernetes iot machine-learning kafka deep-learning tensorflow data-stream keras pytorch gpu-acceleration keras-tensorflow

UpdatedSep 27, 2024
Python

GridProtectionAlliance /openHistorian

The Open Source Time-Series Data Historian

data-mining time-series data-storage data-stream historian

UpdatedMar 25, 2025
TypeScript

alipsgh /tornado

The Tornado 🌪️ framework, designed and implemented for adaptive online learning and data stream mining in Python.

data-stream adaptive-learning ddm online-learning adwin concept-drift incremental-learning drift-detection fhddm mddm eddm hddm

UpdatedOct 31, 2023
Python

xxxnell /flex

Probabilistic deep learning for data streams.

statistics scala functional-programming data-stream probability probability-distribution probability-density-function

UpdatedAug 27, 2020
Scala

tideland /gocells

Event Based Applications [DEPRECATED]

go golang library event-stream cep data-stream eda event-driven data-analysis tideland event-processing

UpdatedOct 11, 2017
Go

jomariya23156 /sales-forecast-mlops-at-scale

Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more

python docker kubernetes machine-learning airflow kafka spark scalable system helm data-stream google-cloud full-stack cloud-native ray demand-forecasting sales-forecasting mlops mlflow fastapi

UpdatedApr 7, 2024
Jupyter Notebook

Western-OC2-Lab /OASW-Concept-Drift-Detection-and-Adaptation

An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.

iot machine-learning random-forest svm data-stream xgboost hyperparameter-optimization lightgbm drift bayesian-optimization particle-swarm-optimization online-learning real-time-analytics concept-drift change-detector intrusion-detection-system anomaly-detection nsl-kdd iot-data-analytics drift-detection

UpdatedJan 20, 2024
Jupyter Notebook

bakdata /streams-explorer

Explore Apache Kafka data pipelines in Kubernetes.

react python kubernetes data-stream kafka-connect apache-kafka kafka-streams data-pipelines hacktoberfest

UpdatedFeb 25, 2025
Python

aws-samples /analyzing-reddit-sentiment-with-aws

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

real-time reddit sentiment-analysis data-stream tutorials data-lake kinesis-firehose self-learning sentiment-classification amazon-athena aws-glue delivery-stream

UpdatedApr 20, 2021
Python

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