A 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.
☆256Apr 18, 2026Updated 2 weeks ago
Alternatives and similar repositories for isolation-forest
Users that are interested in isolation-forest are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Isolation Forest on Spark☆236Oct 15, 2024Updated last year
- Google Maps geocoding library for Scala☆12Oct 12, 2019Updated 6 years ago
- Scala/Spark implementation of Distributed Nearest Neighbours Mean Shift using LSH☆30May 2, 2019Updated 7 years ago
- Spark package to "plug" holes in data using SQL based rules ⚡️ 🔌☆29May 15, 2020Updated 5 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆174Dec 19, 2025Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A parallel implementation of local outlier factor based on Spark☆17Jan 26, 2022Updated 4 years ago
- ☆14Nov 27, 2025Updated 5 months ago
- Simple and Distributed Machine Learning☆5,226Apr 24, 2026Updated last week
- Extended Isolation Forest for Anomaly Detection☆493Nov 3, 2023Updated 2 years ago
- (MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)☆394Mar 24, 2025Updated last year
- This toolkit provides an implementation of Modified Adsorption (MAD), a graph-based semi-supervised learning (SSL) algorithm.☆24Jun 20, 2017Updated 8 years ago
- Scala library for fitting linear and generalised linear statistical models☆29Dec 29, 2024Updated last year
- Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.☆129May 9, 2020Updated 5 years ago
- ☆12Dec 19, 2016Updated 9 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Combination Robust Cut Forests: Merging Isolation Forests and Robust Random Cut Forests☆14Aug 9, 2023Updated 2 years ago
- A scalable nearest neighbor search library in Apache Spark☆262Mar 29, 2019Updated 7 years ago
- Library for fast text representation and classification.☆10Apr 17, 2022Updated 4 years ago
- Course materials for BANA 7052 (Applied Linear Regression) at UC☆15Oct 11, 2020Updated 5 years ago
- Decision tree interpreter for randomForest/ranger as described in☆12Sep 18, 2025Updated 7 months ago
- k-Nearest Neighbors algorithm on Spark☆241Nov 14, 2023Updated 2 years ago
- VecoLuc is a scalable vector search engine that leverages Apache Lucene and the JDK's incubator vector API for high-performance vector op…☆11Aug 22, 2024Updated last year
- Rcpp Interface to mlpack (version 2.1.0 and up)☆24Jan 31, 2021Updated 5 years ago
- A home for LinkedIn's changes to Apache Iceberg☆65Apr 7, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆44Dec 17, 2025Updated 4 months ago
- A scalable machine learning library on Apache Spark☆797Aug 30, 2021Updated 4 years ago
- Uses simple Bayesian conjugate prior update rules to calculate metrics for various marketing objectives☆11Oct 9, 2023Updated 2 years ago
- A Time Series Library for Apache Spark☆1,023Jul 3, 2020Updated 5 years ago
- A Python library for anomaly detection across tabular, time series, graph, text, and image data. 60+ detectors, benchmark-backed ADEngine…☆9,836Apr 16, 2026Updated 2 weeks ago
- Fuzzy matching function in spark (https://spark-packages.org/package/itspawanbhardwaj/spark-fuzzy-matching)☆24Dec 30, 2019Updated 6 years ago
- An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estim…☆239Mar 2, 2026Updated 2 months ago
- Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.☆21Feb 2, 2026Updated 3 months ago
- Spark ML implementation of SOM algorithm (Kohonen self-organizing map)☆20Feb 4, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Keyword extraction package for Spark.☆12Jan 15, 2017Updated 9 years ago
- Distributed t-SNE via Apache Spark☆159Dec 9, 2017Updated 8 years ago
- ☆41Jan 13, 2021Updated 5 years ago
- PMML scoring library for Scala☆67Oct 18, 2025Updated 6 months ago
- Python API for Deequ☆41Nov 10, 2020Updated 5 years ago
- machine learning with logical rules in Python☆659Jan 31, 2024Updated 2 years ago
- A Scala feature transformation library for data science and machine learning☆474Feb 7, 2025Updated last year