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216 search results found

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

Cloud Bigdata Book ⭐ 53

PMML scoring library for Scala

Pravda Ml ⭐ 52

This project is used to capture machine learning pipelines created on top of Spark as OK

Spark Fm ⭐ 51

A parallel implementation of factorization machines based on Spark

Movie Recommender Demo ⭐ 50

This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebooks that you can run on IBM Data Science Experience, and there a live demo of a movie recommendation web application you can interact with. The demo also uses IBM Message Hub (kafka) to push application events to topic where they are consumed by a spark streaming job running on IBM BigInsights (hadoop).

Machine learning around business processes

Azure Databricks Exercise ⭐ 49

Azure Databricks Hands-on (Tutorials)

Aardpfark ⭐ 47

A library for exporting Spark ML models and pipelines to PFA

Spark Tda ⭐ 46

SparkTDA is a package for Apache Spark providing Topological Data Analysis Functionalities.

Sagemaker Sparkml Serving Container ⭐ 46

This code is used to build & run a Docker container for performing predictions against a Spark ML Pipeline.

Spark Ml Serving ⭐ 44

Spark ML Lib serving library

Product Category Predict ⭐ 43

商品类目预测，使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架，通过 TF-IDF 和 Bayes 算法，训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。

Awesome Recommendation Engine ⭐ 43

The purpose of this tiny project is to put things together with the know how that i learned from the course big data expert from formacionhadoop.com The idea is to show how to play with apache spark streaming, kafka,mongo, spark machine learning algorithms.

Spark Ml Randomforest Creditrisk ⭐ 42

Architect_big_data_solutions_with_spark ⭐ 42

code, labs and lectures for the course

Datashark ⭐ 41

dataShark is a Security & Network Event Analytics Framework built on Apache Spark

流程化机器学习框架基于 scala java语言 ,一站式自动机器学习平台 ,主要包括数据分析特征工程，机器模型，自动部署，超参数优化，模型自动优化，自动扩容分配创建功能，类似第四范式、阿里PAI平台、 autoMl、亚马逊SageMaker

Sparkxgb ⭐ 40

R interface for XGBoost on Spark

Jpmml Sparkml Lightgbm ⭐ 39

JPMML-SparkML plugin for converting LightGBM-Spark models to PMML

Azure Databricks ⭐ 37

Azure Databricks - Advent of 2020 Blogposts

Spark Ml Intro ⭐ 37

PySpark Machine Learning Examples

Spark Transformers ⭐ 37

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

Sageworks ⭐ 36

SageWorks: An easy to use Python API for creating and deploying SageMaker Models

Johnsnowlabs ⭐ 35

Gateway into the John Snow Labs Ecosystem

Lstm Tensorspark ⭐ 35

Implementation of a LSTM with TensorFlow and distributed on Apache Spark

A list of all my posts and personal projects

Bigclam Apachespark ⭐ 34

Overlapping community detection in Large-Scale Networks using BigCLAM model build on Apache Spark

Nlp_ryan ⭐ 34

Study for Natural Language Processing & Deep Learning Framework

智能数据探索服务(Intelligent Data Exploration Service)，一站式Data + AI数据解决方案！

Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified

Mastering Scala Machine Learning ⭐ 32

Mastering-Scala-Machine-Learning

Spark Ai ⭐ 31

Toolbox for building Generative AI applications on top of Apache Spark.

Spark Mllib Tutorial ⭐ 31

大数据框架 Spark MLlib 机器学习库基础算法全面讲解,附带齐全的测试文件

Baskerville ⭐ 30

Security Analytics Engine - Anomaly Detection in Web Traffic

Spark Notebook Ml Labs ⭐ 30

Data Science with Apache Spark and Spark Notebook

Spark Parameter Optimization and Tuning

Spark Tree Plotting ⭐ 29

A simple tool for plotting Spark ML's Decision Trees

Spark Stemming ⭐ 29

Spark MLlib wrapper for the Snowball framework

Spark Ray Data Science ⭐ 29

Supporting content (slides and exercises) for the Pearson video series covering best practices for developing scalable applications with Spark and Ray in the context of a data scientist's standard workflow.

机器学习项目

Sparkdltrigger ⭐ 28

Repo for the article "Machine Learning Pipelines with Modern Big DataTools for High Energy Physics"

Databricks Intro ⭐ 25

An introduction to analyzing data using Spark in Azure Databricks

Sansa Notebooks ⭐ 25

Interactive Spark Notebooks for running SANSA examples.

Nsmc Zeppelin Notebook ⭐ 24

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Spark Intro Ml Pipeline Workshop ⭐ 23

A simple introduction to using spark ml pipelines

Cloudtik ⭐ 23

Cloud Scale Platform for Distributed Analytics and AI

Mlflow Fun ⭐ 22

MLflow samples - deprecated

Insightedge ⭐ 22

InsightEdge Core

Awesome Sparklyr ⭐ 22

An awesome sparklyr related package collection

Digitrecognizer ⭐ 22

Java Convolutional Neural Network example for Hand Writing Digit Recognition

UEBA Solution for Insider Security. This repo is archived. Thanks!

Click Through Rate Prediction ⭐ 21

Kaggle's click through rate prediction with Spark Pipeline API

Data Backends to let mlr3 work transparently with (remote) data bases

Spark Ensemble ⭐ 21

Ensemble Learning for Apache Spark 🌲

Materials for "Machine Learning on Big Data" course

Pythonsparkmlbookclub ⭐ 19

Interview Questions Collection ⭐ 19

按知识领域整理面试题，包括C++、Java、Hadoop、机器学习等

Pre Lt Raster Frames ⭐ 19

Spark DataFrames for earth observation data

Mmtf Spark ⭐ 19

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

Pmml4s Spark ⭐ 19

PMML scoring library for Spark as SparkML Transformer

Data Pipeline Project ⭐ 18

Data pipeline project

Lectures Hse Spark ⭐ 17

Масштабируемое машинное обучение и анализ больших данных с Apache Spark

Spark Word2vec ⭐ 17

A parallel implementation of word2vec based on Spark

ADMM based Scalable Machine Learning on Spark

Example Health Machine Learning ⭐ 17

This code pattern shows you how to train a machine learning model to predict type 2 diabetes using synthesized patient health records.

Berkeleyx Apache Spark Labs ⭐ 17

Data Science List ⭐ 17

A guide-book to get familiar and started on various technologies and tools in the Data Science space

Data Mill ⭐ 16

A K8s-based infrastructure for analytics

Yelp_recommender_system_no1_solution ⭐ 16

This repo contains all files needed for building a recommender system based on 2019 Yelp Challenge Datasets. This is the No.1 solution in USC Viterbi Data Mining Competition.

Microsoft's contributions for Spark with Apache Accumulo

Explainer ⭐ 16

A machine learning model explainer that works on top of Apache Spark

Address Index Data ⭐ 16

Featuretoolsonspark ⭐ 16

A simplified version of featuretools for Spark

Fastml4j ⭐ 16

Fast Scala and nd4j based machine learning framework

Spark Tensorflow Connector ⭐ 16

Import and export TensorFlow records from/to Spark

Pyspark For Data Processing ⭐ 16

Code for my presentation: Using PySpark to Process Boat Loads of Data

Rheoceros ⭐ 15

Cloud-based AI / ML workflow and data application development framework

Interview Notes ⭐ 15

有关Python、大数据、MySQL的总结

Spark Lof ⭐ 14

A parallel implementation of local outlier factor based on Spark

Apache Spark - Turbofan Engine Degradation Simulation Data Set example in Apache Spark

Machine Learning ⭐ 14

Examples of all Machine Learning Algorithm in Apache Spark

Mleap Docs ⭐ 14

Documentation for MLeap

Machinelearning ⭐ 14

Storeitemdemand ⭐ 13

(117th place - Top 26%) Deep learning using Keras and Spark for the "Store Item Demand Forecasting" Kaggle competition.

Nyc_taxi_trip_duration ⭐ 13

Develop ML models predict taxi trip duration in NYC. Ranked : Top 6% | RMSLE : 0.377 (Kaggle) | #DS

Pypmml Spark ⭐ 13

Python PMML scoring library for PySpark as SparkML Transformer

Bigdata_docker ⭐ 13

Big Data Docker Data Science Spark Spark3 Hadoop HDFS Scala Python Artificial Intelligence Machine Learning Jupyter Lab Notebook

Machine Learning Course ⭐ 13

Machine Learning Course @ Santa Clara University

Javarank ⭐ 13

Recommendation engine in Java. Based on an ALS algorithm (Apache Spark). Train a new model after N seconds.

Pyspark Ml Examples ⭐ 13

Spark ML Tutorial and Examples for Beginners

Distributed Ml Pyspark ⭐ 12

🔨使用Spark/Pytorch实现分布式算法，包括图/矩阵计算（graph/matrix computation）、随机算法、优化（optimization）和机器学习。参考刘铁岩《分布式机 323课程

Mlfeature ⭐ 12

Feature engineering toolkit for Spark MLlib.

Sparkml Som ⭐ 12

✨ Spark ML implementation of SOM algorithm (Kohonen self-organizing map)

Raven Messenger ⭐ 12

Mobile application messenger with the support of emoji prediction and smart reply suggestions.

Akka Lift Ml ⭐ 12

akka http service for serving spark machine learning models

Recommendbyitemcf ⭐ 11

Hadoop mapreduce. 基于ItemCF的协同过滤物品推荐系统 Collaborative filtering goods recommendation system based on ItemCF

Wit Java ⭐ 11

🗿Java Library For Wit.ai

Big_data_course_rimini_2021 ⭐ 11

Questa repository contiene tutto il materiale didattico utilizzato durante il corso di "Laboratorio Big Data" in collaborazione con il comune di Rimini.

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