pysad good first issues (Python)

Examples and the docs quick start fail after pip install: let Data download datasets on demand about 1 hour ago

enhancement help wanted

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 in the score ensemblers: transform_partial returns an array instead of a float about 2 hours ago

bug 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

Bug in the score ensemblers: a list of scores raises AttributeError about 2 hours ago

bug 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

Bug in ZScorePostprocessor and RunningZScorePostprocessor: zero variance gives nan, which crashes the ensemblers about 2 hours ago

bug 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

WindowedMetric.get() raises ValueError on an empty window with scikit-learn >= 1.9 about 2 hours ago

bug 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

Check MedianAbsoluteDeviation score values in tests about 8 hours ago

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

PyOD integration tests print the AUROC instead of asserting on it about 8 hours ago

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

Fix the KitNet docstring: no num_features argument, swapped grace period descriptions about 8 hours ago

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

Add type hints to pysad.core about 18 hours ago

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

Installation docs name a class that does not exist and do not mention the pip extras about 23 hours ago

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

Add a benchmark script and a results page comparing all detectors about 24 hours ago

enhancement 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

Test Python 3.14 and current scikit-learn in CI, and fix the two failures they surface about 24 hours ago

enhancement 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

Bug in Inqmad: fitted model can't be pickled about 24 hours ago

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

Implement the concept drift check of IForestASD (Algorithm 2 in Ding and Fei, 2013) about 24 hours ago

enhancement 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

Check postprocessor output values in tests 1 day ago

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

Validate window_size in windowed statistics and calibrators 1 day ago

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

Bug in GaussianTailProbabilityCalibrator: running_statistics=False still uses a windowed variance 1 day ago

bug 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

Check StandardAbsoluteDeviation score values in tests 1 day ago

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

Add an example for streaming a pandas DataFrame 2 days ago

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

Add type hints to pysad.utils 2 days ago

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

Rename substracted_statistic to subtracted_statistic with a deprecation 2 days ago

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

Add type hints to pysad.evaluation 2 days ago

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

Remove duplicated test files in tests/ 2 days ago

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

Check ensembler output values in tests 2 days ago

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

Add type hints to pysad.statistics 2 days ago

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

Add an example for SeasonalESD and SeasonalHybridESD 2 days ago

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

Finish remove() docstrings in pysad.statistics 2 days ago

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

Fix parameter names in model and projector docstrings 2 days ago

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

selimfirat/pysad

Open Issues Need Help