614 Open source projects that are alternatives of or similar to Spark Iforest

BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

Linkis helps easily connect to various back-end computation/storage engines(Spark, Python, TiDB...), exposes various interfaces(REST, JDBC, Java ...), with multi-tenancy, high performance, and resource control.

A library that provides useful extensions to Apache Spark and PySpark.

HandySpark - bringing pandas-like capabilities to Spark dataframes

🚚 Agile Data Preparation Workflows made easy with dask, cudf, dask_cudf and pyspark

Simple and Distributed Machine Learning

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Word2Vec models with Twitter data using Spark. Blog:

LearningApacheSpark

Fundamentals of Spark with Python (using PySpark), code examples

My presentation at ODSC India 2018 about Deep Learning with Apache Spark

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

80+ DevOps & Data CLI Tools - AWS, GCP, GCF Python Cloud Function, Log Anonymizer, Spark, Hadoop, HBase, Hive, Impala, Linux, Docker, Spark Data Converters & Validators (Avro/Parquet/JSON/CSV/INI/XML/YAML), Travis CI, AWS CloudFormation, Elasticsearch, Solr etc.

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

State of the Art Natural Language Processing

🎼 Docker compose files for various kafka stacks

A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]

Example project implementing best practices for PySpark ETL jobs and applications.

Scriptis is for interactive data analysis with script development(SQL, Pyspark, HiveQL), task submission(Spark, Hive), UDF, function, resource management and intelligent diagnosis.

🌐 Interactive Workshop on GeoAnalysis using PySpark

Spark Application for analysis of Apache Access logs and detect anamolies! Along with Medium Article.

🐍 Quick reference guide to common patterns & functions in PySpark.

pyspark🍒🥭 is delicious，just eat it!😋😋

Some class materials for a data processing course using PySpark

Process Common Crawl data with Python and Spark

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

Apache Spark Connector for Azure Cosmos DB

Apache Spark (PySpark) Practice on Real Data

A simple Spark TDD example

Basin is a visual programming editor for building Spark and PySpark pipelines. Easily build, debug, and deploy complex ETL pipelines from your browser

Jupyter magics and kernels for working with remote Spark clusters

Relation Extraction using Deep learning(CNN)

The Archives Unleashed Toolkit is an open-source toolkit for analyzing web archives.

Spark 2.0 Python Machine Learning examples

Linkis helps easily connect to various back-end computation/storage engines(Spark, Python, TiDB...), exposes various interfaces(REST, JDBC, Java ...), with multi-tenancy, high performance, and resource control.

Updated repository

Pandas and Spark DataFrame comparison for humans

DataStax Spark Cassandra Connector

汇总java生态圈常用技术框架、开源中间件，系统架构、数据库、大公司架构案例、常用三方类库、项目管理、线上问题排查、个人成长、思考等知识

Simple and beautiful card component with an elegant spark line, for VueJS.

Monitor Apache Spark from Jupyter Notebook

Fast, Scientific and Numerical Computing for the JVM (NDArrays)

STUMPY is a powerful and scalable Python library for modern time series analysis

Compile-time Language Integrated Queries for Scala

A Spark SQL extension which provides SQL Standard Authorization for Apache Spark

Geospatial Raster support for Spark DataFrames

Spark、Flink等离线任务的调度以及实时任务的监控

Repository for the Deep One-Class Classification ICML 2018 paper

Julia binding for Apache Spark

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

An End-to-end Outlier Detection System

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.

A repository to keep track of all the code that I end up writing for my blog posts.

Enabling Continuous Data Processing with Apache Spark and Azure Event Hubs

R package for automation of machine learning, forecasting, feature engineering, model evaluation, model interpretation, data generation, and recommenders.

A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

商品大数据实时推荐系统。前端：Vue + TypeScript + ElementUI，后端 Spring + Spark

SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.