https://github.com/nvidia-merlin/core

Core Utilities for NVIDIA Merlin
https://github.com/nvidia-merlin/core

Last synced: 9 months ago
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Core Utilities for NVIDIA Merlin

• Host: GitHub
• URL: https://github.com/nvidia-merlin/core
• Owner: NVIDIA-Merlin
• License: apache-2.0
• Created: 2022-02-03T18:22:32.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2024-04-26T22:56:45.000Z (over 1 year ago)
• Last Synced: 2024-04-27T11:50:27.658Z (over 1 year ago)
• Language: Python
• Size: 223 MB
• Stars: 18
• Watchers: 15
• Forks: 14
• Open Issues: 26
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

          
# [Merlin Core](https://github.com/NVIDIA-Merlin/core)

[![PyPI](https://img.shields.io/pypi/v/merlin-core?color=orange&label=version)](https://pypi.python.org/pypi/merlin-core/)

[![LICENSE](https://img.shields.io/github/license/NVIDIA-Merlin/core)](LICENSE)

[![Documentation](https://img.shields.io/badge/documentation-blue.svg)](https://nvidia-merlin.github.io/core)

The Merlin Core library provides the core utilities for [NVIDIA Merlin](https://github.com/NVIDIA-Merlin) libraries

like [NVTabular](https://github.com/NVIDIA-Merlin/NVTabular), [Transformers4Rec](https://github.com/NVIDIA-Merlin/Transformers4Rec)

and [Merlin Models](https://github.com/NVIDIA-Merlin/models).

For example, the [merlin.io.Dataset](https://nvidia-merlin.github.io/core/stable/api/merlin.io.html#merlin.io.Dataset) and [merin.schema.Schema](https://nvidia-merlin.github.io/core/stable/api/merlin.schema.html#merlin.schema.Schema) classes are fundamental for working with data and building recommender systems with Merlin.

## Installation

### Installing Merlin Core Using Pip

```shell

pip install merlin-core

```

### Installing Merlin Core Using Conda

```shell

conda install -c nvidia -c rapidsai -c numba -c conda-forge merlin-core python=3.7 cudatoolkit=11.2

```

### Running Merlin Core with Docker

As a fundamental library for Merlin, Merlin Core is included in the Merlin Containers.

Refer to the [Merlin Containers](https://nvidia-merlin.github.io/Merlin/main/containers.html) documentation page for information about the Merlin container names, URLs to the container images on the NVIDIA GPU Cloud catalog, and key Merlin components.

## Feedback and Support

To report bugs or get help, please open an issue on the [GitHub repo](https://github.com/NVIDIA-Merlin/core/issues).