PyPI98Exceptionalhealth index

sktime/sktimeA unified framework for machine learning with time series
Python★ 10K↓ 1.1M/moSep 22, 2026
PyPI96Exceptionalhealth index

Nixtla/nixtlaTimeGPT-2.1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
Jupyter Notebook★ 4,008↓ 57.3K/moSep 18, 2026
PyPI96Exceptionalhealth index

unit8co/dartsA python library for user-friendly forecasting and anomaly detection on time series.
Python★ 9,521↓ 303.2K/moSep 17, 2026
PyPI94Exceptionalhealth index
Python★ 552↓ 13.8K/moSep 15, 2026
PyPI88Excellenthealth index

stumpy-dev/stumpySTUMPY is a powerful and scalable Python library for modern time series analysis
Python★ 4,152Sep 17, 2026
PyPI88Excellenthealth index

yzhao062/pyodA Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
Python★ 9,977↓ 5M/moAug 27, 2026
npm · PyPI · RubyGems87Excellenthealth index
TypeScript · Python★ 1,309↓ 8,938/moOct 21, 2026
PyPI86Excellenthealth index

GiacomoSaccaggi/scomp_linkEnd-to-end ML toolkit automating the complete workflow — data profiling, preprocessing, feature engineering, model selection, training, validation, explainability, drift monitoring, fairness checks, and interactive HTML reporting. Includes a full CLI for zero-code ML pipelines. Python 3.10+.
Python★ 12↓ 2,313/moSep 9, 2026
PyPI · npm84Excellenthealth index

getnable/finopsmcpThe headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
Python★ 19↓ 2,452/moOct 20, 2026
Packagist83Excellenthealth index

RubixML/MLA high-level machine learning and deep learning library for the PHP language.
PHP★ 2,204↓ 56.9K/moSep 13, 2026
PyPI83Excellenthealth index
pycaret/pycaretOpen-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
Python · TypeScript★ 9,841↓ 293.8K/moSep 17, 2026
npm81Excellenthealth index

ThoTischner/observability-mcpUnified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.
TypeScript · HTML · JavaScript★ 6↓ 1,175/moSep 13, 2026
Go★ 9Sep 18, 2026
PyPI · Maven75Goodhealth index

linkedin/isolation-forestA distributed Spark/Scala implementation of the isolation forest and extended isolation forest algorithms for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
Scala · Python★ 265↓ 131/moOct 19, 2026
Python★ 5↓ 2,299/moOct 6, 2026
Python★ 442Sep 21, 2026
PyPI62Moderatehealth index

james-sheen/arbiterA detection engine that reports what it did not check. Eight axiom families over a domain model declared in YAML, with every declined evaluation recorded as a machine-readable reason.
Python★ 0↓ 3,998/moSep 26, 2026
PyPI62Moderatehealth index

theorieken/anomxAnomx is a library for time series datasets, forecasting, modeling, and anomaly detection. It provides modular tools for building interpretable workflows that help researchers and engineers understand temporal patterns, detect unusual behavior, and evaluate predictive models.
Python★ 1↓ 2,371/moOct 4, 2026
PyPI59Moderatehealth index
Python★ 15↓ 851/moOct 20, 2026

spang-lab/adadmirePython package for detecting anomalies in tabular datasets using Mixed Graphical Models
Python★ 3Sep 18, 2026

arundo/adtkA Python toolkit for rule-based/unsupervised anomaly detection in time series
Python★ 1,211Sep 17, 2026

Stream-AD/MIDASAnomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
C++ · Python★ 777Sep 9, 2026

logpai/Drain3A robust streaming log template miner based on the Drain algorithm
Python★ 897Oct 13, 2026
Python★ 15.3KSep 17, 2026