911 Open source projects that are alternatives of or similar to Isolation Forest

📜 Self-Supervised Learning from Images: Up-to-date reading list.

A cohesive & pragmatic framework of FP centric Scala libraries

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

A Python toolkit for rule-based/unsupervised anomaly detection in time series

Big Data for Data Engineers Coursera Specialization from Yandex

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》

Algorithms for outlier and adversarial instance detection, concept drift and metrics.

四川大学拓思爱诺用户session行为数据离线分析项目

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

The MongoDB Spark Connector

A Linux based software package to control led's on Logitech G910, G810, G610 and G410.

Alluxio, data orchestration for analytics and machine learning in the cloud

An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).

Learning Apache spark,including code and data .Most part can run local.

The standard package for machine learning with noisy labels, finding mislabeled data, and uncertainty quantification. Works with most datasets and models.

A large collection of system log datasets for AI-powered log analytics

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

Open-source IoT Platform - Device management, data collection, processing and visualization.

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

A large-scale entity and relation database supporting aggregation of properties

operative framework is a OSINT investigation framework, you can interact with multiple targets, execute multiple modules, create links with target, export rapport to PDF file, add note to target or results, interact with RESTFul API, write your own modules.

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

Geo Spatial Data Analytics on Spark

Source code for James Lee's Aparch Spark with Java course

Data validation and organization of metadata for data frames and database tables

Google BigQuery support for Spark, Structured Streaming, SQL, and DataFrames with easy Databricks integration.

编程电子书，电子书，编程书籍，包括C，C#，Docker，Elasticsearch，Git，Hadoop，HeadFirst，Java，Javascript，jvm，Kafka，Linux，Maven，MongoDB，MyBatis，MySQL，Netty，Nginx，Python，RabbitMQ，Redis，Scala，Solr，Spark，Spring，SpringBoot，SpringCloud，TCPIP，Tomcat，Zookeeper，人工智能，大数据类，并发编程，数据库类，数据挖掘，新面试题，架构设计，算法系列，计算机类，设计模式，软件测试，重构优化，等更多分类

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

Word2Vec models with Twitter data using Spark. Blog:

Urho3D extension library

大数据生态解决方案数据平台：基于大数据、数据平台、微服务、机器学习、商城、自动化运维、DevOps、容器部署平台、数据平台采集、数据平台存储、数据平台计算、数据平台开发、数据平台应用搭建的大数据解决方案。

Splash, a flexible Spark shuffle manager that supports user-defined storage backends for shuffle data storage and exchange

WinDBG Anti-RootKit Extension

code for unsupervised learning Neural Hidden Markov Models paper

大数据博客、笔试题、教程、项目、面经的整理

Extended datasource support for Spark/Hadoop on Aliyun E-MapReduce.

专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...

Apache Spark 官方文档中文版

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

A simple CLI to create your resume and personal website based on your LinkedIn profile or a JSON file

Yii 2 authclient extension.

Library for MQL5 (MetaTrader) with Python, Java, Apache Spark, AWS

Tools for handling firmwares of DJI products, with focus on quadcopters.

Boiler plate framework to use Spark and ZIO together.

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

Webex Bot SDK for Node.js (deprecated in favor of https://github.com/webex/webex-bot-node-framework)

Training models with Apache Spark, PySpark for Titanic Kaggle competition

Feature engineering toolkit for Spark MLlib.

Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops

MaRe leverages the power of Docker and Spark to run and scale your serial tools in MapReduce fashion.

A heterogeneous Apache Spark framework.

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.