samantha
Predictive server
A software framework for building and deploying machine learning and recommendation models in production environments.
Samantha - A generic recommender and predictor server
76 stars
12 watching
27 forks
Language: Java
last commit: over 3 years agoLinked from 1 awesome list
machine-learningpredictive-systemspredictor-serverrecommender-serverrecommender-systems
benedekrozemberczki/awesome-gradient-boosting-papersRelated projects:
| Repository | Description | Stars |
|---|---|---|
 greenwolf-nsk/yandex-cup-2022-recsys | A recommender system built using multiple candidate selection and ranking methods for predicting next item likes in a streaming data environment. | 54 |
 amplab/velox-modelserver | A system for serving machine learning predictions in real-time and integrating with Spark and KeystoneML. | 110 |
 rezahsnz/mlg | A decentralized CNN classification service that distributes pre-trained models across a network of provider nodes and collects predictions in real-time. | 2 |
 intermesh/groupoffice | An enterprise CRM and groupware tool with features like address book, calendar, collaboration, and file-sharing. | 198 |
 jgreenemi/parris | Automates the setup and training of machine learning algorithms on remote servers | 316 |
 egroupware/egroupware | An open source groupware server with calendar and collaboration features, written in PHP. | 250 |
 federatedai/fate-serving | A high-performance serving system for federated learning models, providing support for online algorithms, real-time inference, and model management. | 138 |
 datasystemsgrouput/smartml | A tool for automating supervised machine learning tasks using meta-learning and Bayesian optimization. | 25 |
 shrimalmadhur/trendcaster | An application for predicting trends based on historical data and API connections. | 11 |
 microprediction/timemachines | Provides a simple and unified interface to various univariate time-series prediction algorithms | 413 |
 edgararuiz/tidypredict | An R package for translating predictive models into executable SQL queries to run predictions inside databases. | 2 |
 denissimon/prediction-builder-swift | A linear regression library for building predictions in machine learning | 12 |
 asafschers/scoruby | A Ruby-based API for scoring Predictive Model Markup Language (PMML) files used in machine learning models | 68 |
 jeff1evesque/machine-learning | A web-based platform for machine learning algorithms and data visualization using JavaScript, providing both a graphical interface and an API. | 258 |
 sta-ger/halfbeer | A JavaScript project demonstrating an AI model's ability to predict whether a beer glass is half full or half empty based on user decisions using a neural network. | 6 |