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 Development & Training Tools category of a tech stack.
Key Features
Choose the best recommendation model and strategy automatically by model searching in the backgroundSingle node training, distributed prediction, and ability to achieve horizontal scaling in the recommendation stageProvide RESTful APIs for data CRUD and recommendation requestsProvide dashboard for data import and export, monitoring, and cluster status checking
Gorse Pros & Cons
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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.
