anomaly

Open-source projects categorized as anomaly
Edit details
Language: + Python + Jupyter Notebook
Topics: anomaly-detection Detection semi-supervised-learning time-series unsupervised-learning
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured

Top 5 anomaly Open-Source Projects

  • pyod

    A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

    • Project mention: A Comprehensive Guide for Building Rag-Based LLM Applications | news.ycombinator.com | 2023-09-13

    This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod

  • alibi-detect

    Algorithms for outlier, adversarial and drift detection

    • Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

    Numerous tools exist for detecting anomalies in time series data, but Alibi Detect stood out to me, particularly for its capabilities and its compatibility with both TensorFlow and PyTorch backends.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • cflow-ad

    Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

  • CueObserve

    Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

  • Anomaly_Detection_Tuto

    Anomaly detection tutorial on univariate time series with an auto-encoder

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

anomaly related posts

  • Looking for recommendations to monitor / detect data drifts over time

    3 projects | /r/datascience | 15 Apr 2023

  • [D] Distributions to represent an Image Dataset

    1 project | /r/MachineLearning | 24 Feb 2023

  • Multivariate Outlier Detection in Python

    1 project | /r/datascience | 5 Feb 2023

  • [D] Which statistical test would you use to detect drift in a dataset of images?

    1 project | /r/MachineLearning | 24 Aug 2022

  • Pyod – A Comprehensive and Scalable Python Library for Outlier Detection

    1 project | news.ycombinator.com | 10 Aug 2022

  • [D] Unsupervised Outlier Detection - Advise Requested

    1 project | /r/MachineLearning | 3 Dec 2021

  • What Machine Learning model monitoring tools can you recommend?

    1 project | /r/mlops | 2 Dec 2021
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 6 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Index

What are some of the best open-source anomaly projects? This list will help you:

Project Stars
1 pyod 7,962
2 alibi-detect 2,085
3 cflow-ad 222
4 CueObserve 205
5 Anomaly_Detection_Tuto 182

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com