linkedin / isolation-forest
A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
☆237Updated 2 months ago
Alternatives and similar repositories for isolation-forest:
Users that are interested in isolation-forest are comparing it to the libraries listed below
- Isolation Forest on Spark☆227Updated 4 months ago
- Joblib Apache Spark Backend☆245Updated 6 months ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆74Updated last year
- Python library for converting Apache Spark ML pipelines to PMML☆96Updated this week
- The Synthetic Minority Oversampling Technique (SMOTE) implemented in Spark.☆49Updated 6 years ago
- Create HTML profiling reports from Apache Spark DataFrames☆195Updated 5 years ago
- Spark Implementation of Google Facets Overview https://github.com/PAIR-code/facets☆54Updated last year
- Approximate Nearest Neighbors in Spark☆174Updated 3 years ago
- Data Exploration in PySpark made easy - Pyspark_dist_explore provides methods to get fast insights in your Spark DataFrames.☆103Updated 5 years ago
- XGBoost GPU accelerated on Spark example applications☆52Updated 2 years ago
- Sample application running fbprophet using spark☆49Updated 5 years ago
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆173Updated 6 months ago
- A Scala feature transformation library for data science and machine learning☆466Updated 2 weeks ago
- A scalable nearest neighbor search library in Apache Spark☆259Updated 5 years ago
- An implementation of DBSCAN runing on top of Apache Spark☆183Updated 7 years ago
- A Python wrapper for XGBoost4J-Spark classes.☆47Updated 10 months ago
- SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.☆152Updated 4 years ago
- MLflow samples - deprecated☆22Updated last year
- k-Nearest Neighbors algorithm on Spark☆239Updated last year
- Spark ML Lib serving library☆48Updated 6 years ago
- HandySpark - bringing pandas-like capabilities to Spark dataframes☆192Updated 5 years ago
- Machine Learning Pipeline Stages for Spark (exposed in Scala/Java + Python)☆74Updated last year
- MLOps Platform☆271Updated 3 months ago
- Train TensorFlow models on YARN in just a few lines of code!☆88Updated last year
- Easy to use library to bring Tensorflow on Apache Spark☆298Updated last year
- Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.☆127Updated 4 years ago
- MLeap: Deploy ML Pipelines to Production☆1,515Updated 2 months ago
- Java library and command-line application for converting Apache Spark ML pipelines to PMML☆267Updated last week
- Anomaly Detection model uses Spark for training and Spark Streaming for testing☆67Updated 9 years ago
- Spark 2.0 Scala Machine Learning examples☆77Updated 5 years ago