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A curated list of awesome big data frameworks, ressources and other awesomeness.
Created
2014-07-04
586 commits to master branch, last one 2 months ago
Apache Kafka® running on Kubernetes
Created
2016-05-06
6,637 commits to main branch, last one 21 hours ago
A lightweight stream processing library for Go
Created
2019-04-30
203 commits to master branch, last one 3 days ago
Probabilistic data structures for processing continuous, unbounded streams.
Created
2015-02-06
152 commits to master branch, last one 4 years ago
NIST Certified SCAP 1.2 toolkit
Created
2014-04-29
11,483 commits to main branch, last one 19 hours ago
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
Created
2017-08-30
76 commits to master branch, last one 7 years ago
A stream processing API for Go (now with generic type support)
Created
2015-09-13
235 commits to main branch, last one 12 days ago
Conduit streams data between data stores. Kafka Connect replacement. No JVM required.
Created
2022-01-11
1,357 commits to main branch, last one a day ago
Series and Panels for Real-time and Exploratory Analysis of Data Streams
Created
2015-12-20
1,507 commits to main branch, last one 2 years ago
Public tracker for Scramjet Cloud Platform, a platform that bring data from many environments together.
Created
2017-01-18
6 commits to main branch, last one 2 years ago
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...
Created
2021-08-16
33 commits to main branch, last one about a year ago
Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)
Created
2020-04-20
279 commits to master branch, last one 7 months ago
The Open Source Time-Series Data Historian
Created
2015-09-30
6,428 commits to master branch, last one 5 days ago
The Tornado :tornado: framework, designed and implemented for adaptive online learning and data stream mining in Python.
Created
2017-09-06
72 commits to master branch, last one about a year ago
Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more
Created
2024-02-24
52 commits to master branch, last one about a year ago
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 ...
iot
svm
drift
nsl-kdd
xgboost
lightgbm
data-stream
concept-drift
random-forest
change-detector
drift-detection
online-learning
machine-learning
anomaly-detection
iot-data-analytics
real-time-analytics
bayesian-optimization
intrusion-detection-system
hyperparameter-optimization
particle-swarm-optimization
Created
2021-04-02
38 commits to main branch, last one about a year ago
Explore Apache Kafka data pipelines in Kubernetes.
Created
2021-01-14
253 commits to main branch, last one about a month ago
Simple yet powerful live data computation framework.
Created
2021-04-14
457 commits to main branch, last one 2 years ago
Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stre...
Created
2022-10-01
26 commits to main branch, last one 2 years ago