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URL: https://github.com/topics/data-stream-mining

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data-stream-mining

Here are 18 public repositories matching this topic...

Waikato / moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.

java machine-learning clustering machine-learning-algorithms streaming-algorithms moa data-stream-mining

Updated
Java

outbrain-inc / fwumious_wabbit

Fwumious Wabbit, fast on-line machine learning toolkit written in Rust

rust machine-learning deep-learning logistic-regression factorization-machines online-learning incremental-learning data-stream-mining

Updated
Rust

outbrain-inc / outrank

A Python library for efficient feature ranking and selection on sparse data sets.

machine-learning data-mining statistics algorithms python-library feature-selection probabilistic-programming counting feature-engineering cardinality-estimation multithreaded sampling-methods online-learning-algorithms data-monitoring data-stream-mining scalable-machine-learning feature-ranking numba-jit-compiler online-feature-building

Updated
Python

JayKumarr / OSDM

This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"

text-mining data-stream stochastic-process non-parametric dirichlet-process dirichlet-process-mixtures text-clustering text-stream data-stream-processing data-stream-mining

Updated
Python

pedrolarben / ADLStream

Asynchronous dual-pipeline deep learning framework for online data stream mining

deep-learning gpu data-stream-mining

Updated
Python

ognis1205 / mutad

Realtime Data Processing and Search Engine Implementation.

java docker aws elasticsearch cloud typescript kibana kafka spring-boot storm microservice reactjs nextjs material-ui data-stream-processing data-stream-mining

Updated
Java

hmgomes / StreamingRandomPatches

Repository for the StreamingRandomPatches algorithm implemented in MOA 2019.04

machine-learning-algorithms classification ensemble ensemble-learning concept-drift moa bagging data-streams datastream data-stream-mining drift-detection random-subspace-ensemble

Updated
Java

PetoLau / ClipStream

ClipStream - multiple data streams clustering method

data-science machine-learning data-mining r data-stream forecasting cluster-analysis clustering-algorithm time-series-analysis data-stream-clustering time-series-representations data-stream-mining electricity-consumption-forecasting

Updated
R

gurokeretcha / Anomaly-detection-using-k-means-in-streaming

This is a anomaly detection is real-time using K-means

visualization clustering anomaly-detection k-means-clustering data-stream-mining

Updated
Jupyter Notebook

elrasp / osm

Opinion Stream Mining

sentiment-analysis opinion-mining active-learning data-stream-mining

Updated
Python

xmassmx / GE-461-Data-Stream-Mining

naive-bayes-classifier k-nearest-neighbours data-stream-mining hoeffding-trees

Updated
Python

ben-denham / hdsm

Hierarchical Distributed Stream Miner: A Distributed Data Mining Approach to Classifying Heterogeneous Data Streams

machine-learning data-mining distributed-machine-learning data-stream-mining online-machine-learning distributed-data-mining

Updated
Jupyter Notebook

kmalialis / siameseduo

SiameseDuo++ (Neurcomputing 2025)

data-augmentation active-learning concept-drift incremental-learning data-stream-mining data-stream-classification siamese-networks stream-learning

Updated
Python

atenearesearchgroup / CEP-Preprocessing

Complex event processing for data stream preprocessing

rules cep preprocessing data-stream-mining

Updated
Java

GStepien / Transceiver_Framework

Transceiver Framework: A framework for concurrent multi stage processing of data & MDP: An online motif detector and predictor embedded in the transceiver framework.

json framework stream concurrency motif pipeline-framework stream-processing customizable language-model parallel-processing concurrent-queues motif-discovery time-series-analysis multithreaded motif-analysis predictor time-series-prediction time-series-forecasting data-stream-mining motif-detector

Updated
Java

SixingYan / Sketch-for-Data-Stream

data-mining data-stream data-stream-processing data-stream-mining

Updated
Python

gurokeretcha / Classification-in-Data-Streaming

data-stream-mining

Updated
Jupyter Notebook

ludekcizinsky / pl-stream-local

Implementation of the PLStream locally on macOS.

data-stream-mining pyflink

Updated
Python

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