selimfirat

selimfirat/pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

28 good first / help-wanted issues · Python · last activity Sep 26, 2026

294 stars 28 forks 294 watchers Python BSD 3-Clause "New" or "Revised" License
anomaly anomaly-detection fraud-detection hacktoberfest incremental-learning intrusion-detection machine-learning outlier-detection outliers python real-time streaming-data unsupervised-learning
28 Open Issues Need Help Last updated: Sep 26, 2026

Open Issues Need Help

View All on GitHub
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
enhancement good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
bug help wanted
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
documentation good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
enhancement good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
enhancement good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
enhancement good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
documentation good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
documentation good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning
documentation good first issue
selimfirat/pysad
294

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

Python
#anomaly#anomaly-detection#fraud-detection#hacktoberfest#incremental-learning#intrusion-detection#machine-learning#outlier-detection#outliers#python#real-time#streaming-data#unsupervised-learning