Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
$ npx skills add yzhao062/pyodA unified framework for machine learning with time series
$ npx skills add sktime/sktime🏅 Collection of Kaggle Solutions and Ideas 🏅
$ npx skills add faridrashidi/kaggle-solutionsA python library for user-friendly forecasting and anomaly detection on time series.
$ npx skills add unit8co/dartsCleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
$ npx skills add cleanlab/cleanlabA list of useful Java frameworks, libraries, software and hello worlds examples
$ npx skills add Vedenin/useful-java-linksOpen-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
$ npx skills add pycaret/pycaretTopic Modelling for Humans
$ npx skills add piskvorky/gensimA library of extension and helper modules for Python's data analysis and machine learning libraries.
$ npx skills add rasbt/mlxtend🍊 :bar_chart: :bulb: Orange: Interactive data analysis
$ npx skills add biolab/orange3Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
$ npx skills add eriklindernoren/ML-From-ScratchA curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources
$ npx skills add safe-graph/graph-fraud-detection-papersCurated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
$ npx skills add NirantK/awesome-project-ideasCool links & research papers related to Machine Learning applied to source code (MLonCode)
$ npx skills add src-d/awesome-machine-learning-on-source-codeA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
$ npx skills add lightgbm-org/LightGBM🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
$ npx skills add huggingface/transformersHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Anomaly Detection Resources if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.