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

An encrypted data analytics platform

Production Ready Data Integration Product, documentation：

There are pieces of scala code that explain Scala syntax and related things - like what you can do with all this

Two-day workshop that covers how to use R to interact databases and Spark

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

Unsupervised learning and generative models in python/pytorch.

log anomaly detection toolkit including DeepLog

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

A curated list of community detection research papers with implementations.

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

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

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》

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

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

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

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

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

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

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

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

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

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

Boiler plate framework to use Spark and ZIO together.

[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.

An Airflow docker image preconfigured to work well with Spark and Hadoop/EMR

Spark Terasort

Apache Spark and Apache Kafka integration example

DDFlow: Learning Optical Flow with Unlabeled Data Distillation

A Flexible, Fast, Federated(3F) SQL Analysis Middleware for Multiple Data Sources

Explore high-dimensional datasets and how your algo handles specific regions.

Kinesis Connector for Structured Streaming

A Scala kernel for Jupyter

🌿 基于springboot的快速学习示例,整合自己遇到的开源框架,如：rabbitmq(延迟队列)、Kafka、jpa、redies、oauth2、swagger、jsp、docker、spring-batch、异常处理、日志输出、多模块开发、多环境打包、缓存cache、爬虫、jwt、GraphQL、dubbo、zookeeper和Async等等📌

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

Convolutional Autoencoder for Loop Closure

Official Pytorch Implementation for ICML'19 paper: Unsupervised Deep Learning by Neighbourhood Discovery

LinkedIn API PHP SDK with OAuth 2 support. Can be used for social sign in or sharing on LinkedIn. Has a good usage examples

Python Framework for Extractive Text Summarization

📊 Cube — Open-Source Analytics API for Building Data Apps

个人学习知识库涉及到数据仓库建模、实时计算、大数据、Java、算法等。

Spring-Shiro-Spark是Spring-Boot Hibernate Spark Spark-SQL Shiro iView VueJs... ...的集成尝试

Run spark calculations from Ammonite

🔧 Use dplyr to analyze Big Data 🐘

Foremast adds application resiliency to Kubernetes by leveraging machine learnt patterns of application health to keep applications healthy and stable

Series of the problem 💯 and solution ✅ asked by Daily Coding problem👨‍🎓 website.

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Udacity Data Engineering Nano Degree (DEND)

Spark RDD with Lucene's query and entity linkage capabilities

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

Unofficial PyTorch Implementation of Unsupervised Data Augmentation.

Deep Learning sample programs using PyTorch in C++

Models and Pipelines for the Spark NLP library

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

Avro SerDe for Apache Spark structured APIs.

Collaborate on privacy-preserving policy for data science projects in Pandas and Apache Spark

🌟 ✨ Analyze and visualize Twitter Sentiment on a world map using Spark MLlib

Spark 2.0 Python Machine Learning examples

Find all test methods in an Android instrumentation APK

Hadoop Crypto Ledger - Analyzing CryptoLedgers, such as Bitcoin Blockchain, on Big Data platforms, such as Hadoop/Spark/Flink/Hive

Data science and Big Data with Python