Why developers like Gorse

What is Gorse?

It is an open-source recommendation system written in Go. It aims to be an universal open-source recommender system that can be quickly introduced into a wide variety of online services. By importing items, users and interaction data into Gorse, the system will automatically train models to generate recommendations for each user.

Gorse is a tool in the Machine Learning Tools category of a tech stack.

Gorse is an open source tool with GitHub stars and GitHub forks. Here’s a link to Gorse's open source repository on GitHub

Who uses Gorse?

Developers

My Stack

Gorse Integrations

MySQL, MongoDB, Redis, Golang, and Docker Compose are some of the popular tools that integrate with Gorse. Here's a list of all 5 tools that integrate with Gorse.

MySQL

MongoDB

Redis

Golang

Docker Compose

Gorse's Features

Choose the best recommendation model and strategy automatically by model searching in the background
Single node training, distributed prediction, and ability to achieve horizontal scaling in the recommendation stage
Provide RESTful APIs for data CRUD and recommendation requests
Provide dashboard for data import and export, monitoring, and cluster status checking

Gorse Alternatives & Comparisons

What are some alternatives to Gorse?

TensorFlow

TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.

PyTorch

PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.

Keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/

CUDA

A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.

Gorse