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136 search results found

Angel ⭐ 6,690

A Flexible and Powerful Parameter Server for large-scale machine learning

Smile ⭐ 5,833

Statistical Machine Intelligence & Learning Engine

Synapseml ⭐ 4,967

Simple and Distributed Machine Learning

Tensorflowonspark ⭐ 3,851

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

A Scala API for Apache Beam and Google Cloud Dataflow.

Transmogrifai ⭐ 2,099

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Textteaser ⭐ 1,950

TextTeaser is an automatic summarization algorithm.

Metarank ⭐ 1,949

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Feathr ⭐ 1,886

Feathr – A scalable, unified data and AI engineering platform for enterprise

Sparkling Water ⭐ 957

Sparkling Water provides H2O functionality inside Spark cluster

Tensorflow_scala ⭐ 897

TensorFlow API for the Scala Programming Language

Sparkctr ⭐ 896

CTR prediction model based on spark(LR, GBDT, DNN)

Deeplearning.scala ⭐ 759

A simple library for creating complex neural networks

Sparklearning ⭐ 573

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

Featran ⭐ 465

A Scala feature transformation library for data science and machine learning

The Nak Machine Learning Library

Sagemaker Spark ⭐ 285

A Spark library for Amazon SageMaker.

A Clojure dataframe library that runs on Spark

An open-source toolkit for large-scale genomic analysis

Rasterframes ⭐ 226

Geospatial Raster support for Spark DataFrames

Open source machine learning accelerators

Isolation Forest ⭐ 211

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

Scala Library/REPL for Machine Learning Research

A simple Spark-powered ETL framework that just works 🍺

Opaque Sql ⭐ 171

An encrypted data analytics platform

Tvm Vta ⭐ 170

Open, Modular, Deep Learning Accelerator

Machinelearning ⭐ 165

Literature Study

Bigdata Playground ⭐ 154

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

Scienceworld ⭐ 151

ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.

Spark Ext ⭐ 147

Spark Extension : ML transformers, SQL aggregations, etc that are missing in Apache Spark

Collaborative Machine-Learning-Centric Data Analytics Using Workflows

A recommender system for discovering GitHub repos, built with Apache Spark

Ai Serving ⭐ 141

Serving AI/ML models in the open standard formats PMML and ONNX with both HTTP (REST API) and gRPC endpoints

Doddle Model ⭐ 141

🍰 doddle-model: machine learning in Scala.

Openai Scala Client ⭐ 136

Scala client for OpenAI API

Onnx Scala ⭐ 134

An ONNX (Open Neural Network eXchange) API and backend for typeful, functional deep learning and classical machine learning in Scala 3

Sparkling Graph ⭐ 134

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

Lynxkite ⭐ 132

The complete graph data science platform

Scala Modules ⭐ 129

Experimental implementations of ML-style modules in Scala

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

Typesafe, purely functional Computational Intelligence

Avro2tf ⭐ 117

Avro2TF is designed to fill the gap of making users' training data ready to be consumed by deep learning training frameworks.

Java,Groovy,Scala,Kotlin 四种语言的特点对比

Spark Mllib Twitter Sentiment Analysis ⭐ 103

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

Xlearning Xdml ⭐ 101

extremely distributed machine learning

Data Science Popular Algorithms ⭐ 101

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

Machine Learning With Spark Second Edition ⭐ 92

Machine Learning with Spark - Second Edition, by Packt

GPU accelerated deep learning and numeric computing for Scala 3.

Scala Aggregators used for ML Model metrics monitoring

Machine Learning for Information Retrieval

Spark_python_ml_examples ⭐ 81

Spark 2.0 Python Machine Learning examples

MLeap allows for easily putting Spark ML pipelines into production

Spark_scala_ml_examples ⭐ 75

Spark 2.0 Scala Machine Learning examples

LoMRF is an open-source implementation of Markov Logic Networks

Forestflow ⭐ 68

ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.

Spark Redis Ml ⭐ 66

A spark package for loading Spark ML models to Redis-ML

Python PMML scoring library

Awesome Ai Kubernetes ⭐ 62

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

Apache Spark (Scala, PySpark, SparkR) Code, Tricks, and References

A scala-based feature generation and modeling framework

Learning ⭐ 57

Walkthrough notebooks for Deep Learning, Machine Learning, Reinforcement Learning, Spark, Statistics, Algorithms, Scala, Python

Synapses ⭐ 57

A group of neural-network libraries for functional and mainstream languages

Epitweetr ⭐ 54

ECDC Early warning tool using Twitter data

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

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

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.

Spark Ml Serving ⭐ 44

Spark ML Lib serving library

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.

N-dimensional / multi-dimensional arrays (tensors) in Scala 3. Think NumPy ndarray / PyTorch Tensor but type-safe over shapes, array/axis labels & numeric data types

Spark Ml Randomforest Creditrisk ⭐ 42

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

Ckoocnlp ⭐ 41

爬虫与机器学习

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据、推荐系统、数据库、数据挖掘、机器学习、深度学习、算法等。

Spark Transformers ⭐ 37

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

Azure Databricks ⭐ 37

Azure Databricks - Advent of 2020 Blogposts

Stensorflow ⭐ 36

Scala Native support for the TensorFlow C API on Linux and macOS

Machine learning for Scala

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

A playground for parsers, type checkers, interpreters, compilers, etc.

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

Mastering Scala Machine Learning ⭐ 32

Mastering-Scala-Machine-Learning

Spark Parameter Optimization and Tuning

Scala Machine Learning ⭐ 29

No Dependency Scala Machine Learning Algorithm Gallery

机器学习项目

Ml Class ⭐ 26

Lectures, exercises, and assignments for Stanford's ML class, in Scalala

Video Crawler ⭐ 26

Crawl websites for videos from Youtube, Vimeo, Soundcloud, etc

Tfmodelserving4s ⭐ 25

Reasonable API for serving TensorFlow models using Scala

Machine learning evaluation database

Modular machine learning library

Spark Intro Ml Pipeline Workshop ⭐ 23

A simple introduction to using spark ml pipelines

Mlflow Fun ⭐ 22

MLflow samples - deprecated

Insightedge ⭐ 22

InsightEdge Core

Linear Algebra and Statistics library for Scala.js, JVM, and Native.

REx: Relation Extraction. Modernized re-write of the code in the master's thesis: "Relation Extraction using Distant Supervision, SVMs, and Probabalistic First-Order Logic"

Click Through Rate Prediction ⭐ 21

Kaggle's click through rate prediction with Spark Pipeline API

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