data-stream · GitHub Topics

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

Awesome Lists bigdata data-warehouse data-analytics 数据可视化 data-stream 数据库数据科学 data distributed-database stream-processing streaming-data visualize-data

13.76 k

6 个月前

strimzi / strimzi-kafka-operator

在 Kubernetes 上运行的 Apache Kafka

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

Java 5.33 k

16 小时前

reugn / go-streams

A lightweight stream processing library for Go

stream-processing pipeline etl kafka data-stream kafka-streams streams Redis Apache Pulsar data-pipeline streaming-data stream-processor WebSocket nats-streaming streaming-api windowing 低代码 workflow

Go 2.07 k

13 天前

tylertreat / BoomFilters

Probabilistic data structures for processing continuous, unbounded streams.

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

Go 1.62 k

1 个月前

OpenSCAP / openscap

NIST Certified SCAP 1.2 toolkit

compliance openscap scanning data-stream

XSLT 1.54 k

6 天前

MentatInnovations / datastream.io

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

anomaly kibana elasticsearch data-stream Python dashboard Jupyter Notebook dataset Internet of things anomaly-detection anomalydetection alerts timeseries 数据科学 datascience 机器学习 scikit-learn

Python 910

5 年前

vladimirvivien / automi

A stream processing API for Go (now with generic type support)

Go streaming-api stream-processing data-stream

Go 843

2 个月前

ConduitIO / conduit

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

Go data-integration etl data-pipeline data-engineering data-stream conduit kafka

Go 543

5 天前

Spreads / Spreads

#时序数据库#Series and Panels for Real-time and Exploratory Analysis of Data Streams

time-series real-time data-stream cep

C# 435

2 年前

scramjetorg / scramjet

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

data-stream event-stream transformations reactive-programming JavaScript data-processing edge-computing Python 树莓派

252

3 年前

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

#计算机科学#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...

机器学习 anomaly-detection Internet of things data-stream drift online-learning real-time-analytics concept-drift intrusion-detection-system lightgbm adaptive-learning ensemble-learning streaming-data

Jupyter Notebook 214

2 年前

ertis-research / kafka-ml

#计算机科学#Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

kafka 机器学习 Kubernetes Tensorflow Docker data-stream Internet of things keras-tensorflow gpu-acceleration 深度学习 Keras PyTorch

Python 191

1 个月前

GridProtectionAlliance / openHistorian

#时序数据库#The Open Source Time-Series Data Historian

time-series data-mining data-stream

TypeScript 185

7 天前

alipsgh / tornado

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

data-stream adaptive-learning online-learning concept-drift incremental-learning

Python 130

2 年前

xxxnell / flex

Probabilistic deep learning for data streams.

Scala 函数式编程 probability 统计 data-stream

Scala 126

5 年前

jomariya23156 / sales-forecast-mlops-at-scale

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

airflow cloud-native data-stream demand-forecasting Docker FastAPI full-stack Google 云 helm kafka Kubernetes 机器学习 mlflow mlops ray scalable Apache Spark system Python

Jupyter Notebook 68

1 年前

tideland / gocells

Event Based Applications [DEPRECATED]

Go eda cep event-driven event-stream Library data-stream 数据分析

Go 67

8 年前

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

#计算机科学#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 ...