| Name | nexusml JSON |
| Version |
0.1.0b0
JSON |
| download |
| home_page | None |
| Summary | A multimodal AutoML platform for classification and regression tasks |
| upload_time | 2024-12-05 17:32:05 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.10 |
| license | MIT |
| keywords |
automl
multimodal
classification
regression
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
<p align="center">
<img src="https://raw.githubusercontent.com/neuraptic/nexusml/main/assets/logo.svg" alt="Logo" height="200">
</p>
<p align="center">
<a href="https://github.com/neuraptic/nexusml/actions/workflows/format-and-lint.yml">
<img src="https://github.com/neuraptic/nexusml/actions/workflows/format-and-lint.yml/badge.svg" alt="Code Formatting & Linting">
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<a href="https://github.com/neuraptic/nexusml/actions/workflows/publish-to-pypi.yml">
<img src="https://github.com/neuraptic/nexusml/actions/workflows/publish-to-pypi.yml/badge.svg" alt="PyPI Publication">
</a>
</p>
<br>
<!-- toc -->
- [Introduction](#introduction)
- [Requirements](#requirements)
- [Installation](#installation)
- [Multi-Tenancy and Subscriptions](#multi-tenancy-and-subscriptions)
- [Pending Refactor Note](#pending-refactor-note)
- [Additional Documentation](#additional-documentation)
- [Maintainers](#maintainers)
- [Acknowledgments](#acknowledgments)
## Introduction
NexusML is a multimodal AutoML platform for classification and regression tasks.
Please refer to [docs/what-is-nexusml.md](https://github.com/neuraptic/nexusml/blob/main/docs/what-is-nexusml.md)
and [docs/concepts.md](https://github.com/neuraptic/nexusml/blob/main/docs/concepts.md) for an overview of NexusML
and its key features.
## Requirements
- Python 3.10
- [Auth0](https://auth0.com/) configuration for user authentication
- [AWS S3](https://aws.amazon.com/s3/) configuration if you want to use S3 as the file storage backend
## Installation
You can install NexusML with pip:
```bash
pip install nexusml
```
## Multi-Tenancy and Subscriptions
NexusML is designed with multi-tenancy in mind, enabling multiple organizations (tenants) to use the platform
independently within isolated workspaces. Each tenant has its own environment, where organization members can
collaborate on tasks, manage data, and deploy AI models without affecting other tenants.
> ℹ️ Multi-tenancy requires [Auth0](https://auth0.com/) for user authentication. Please refer to
> [docs/auth0.md](https://github.com/neuraptic/nexusml/blob/main/docs/auth0.md) for instructions on setting up Auth0
> for NexusML.
NexusML allows you to create and customize subscription plans, adjusting quota limits (such as storage and compute
resources) to meet the specific needs of different organizations.
> ℹ️ Billing and payment processing are not implemented. To use NexusML in a production environment, you will need to
> integrate a billing and payment system such as [Stripe](https://stripe.com/). To do this, you will need to override
> the `nexusml.api.jobs.periodic_jobs.bill()` function.
## Pending Refactor Note
The engine was originally designed as a standalone RESTful API, operating on a separate infrastructure from the main
API. As a result, interactions between the engine and the main API rely heavily on JSON objects (Python dictionaries).
We are planning a comprehensive refactor to allow the engine to interact directly with database models. This change
will streamline and simplify the integration between the engine and the main API.
## Additional Documentation
The [docs](https://github.com/neuraptic/nexusml/blob/main/docs) directory contains additional documentation:
- [architecture.md](https://github.com/neuraptic/nexusml/blob/main/docs/architecture.md): Describes the architecture
of NexusML.
- [auth0.md](https://github.com/neuraptic/nexusml/blob/main/docs/auth0.md): Describes the Auth0 configuration for
NexusML.
- [concepts.md](https://github.com/neuraptic/nexusml/blob/main/docs/concepts.md): Describes the concepts used in
NexusML.
- [quickstart.md](https://github.com/neuraptic/nexusml/blob/main/docs/quickstart.md): Provides a quick start guide for
NexusML.
- [states-and-statuses.md](https://github.com/neuraptic/nexusml/blob/main/docs/states-and-statuses.md): Describes
NexusML's states and statuses.
- [what-is-nexusml.md](https://github.com/neuraptic/nexusml/blob/main/docs/what-is-nexusml.md): Provides an overview
of NexusML.
## Maintainers
NexusML is maintained by the following individuals (in alphabetical order):
- Mikel Elkano Ilintxeta ([@melkilin](https://github.com/melkilin))
- Mikel Uriz Martin ([@MikelUriz](https://github.com/MikelUriz))
## Acknowledgments
We would like to recognize the valuable contributions of the following individuals (in alphabetical order):
- Enrique Hernández Calabrés ([@ehcalabres](https://github.com/ehcalabres))
- Leyre Ayllón Lafuente ([@layllon](https://github.com/layllon))
- Marco D'Alessandro ([@IoSonoMarco](https://github.com/IoSonoMarco))
- Miguel Ángel Álvarez Fernández ([@MigangalWork](https://github.com/MigangalWork))
- Miguel Pérez Martínez ([@MiguelPerezMartinez](https://github.com/MiguelPerezMartinez))
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"description": "<p align=\"center\">\n <img src=\"https://raw.githubusercontent.com/neuraptic/nexusml/main/assets/logo.svg\" alt=\"Logo\" height=\"200\">\n</p>\n\n<p align=\"center\">\n <a href=\"https://github.com/neuraptic/nexusml/actions/workflows/format-and-lint.yml\">\n <img src=\"https://github.com/neuraptic/nexusml/actions/workflows/format-and-lint.yml/badge.svg\" alt=\"Code Formatting & Linting\">\n </a>\n <a href=\"https://github.com/neuraptic/nexusml/actions/workflows/publish-to-pypi.yml\">\n <img src=\"https://github.com/neuraptic/nexusml/actions/workflows/publish-to-pypi.yml/badge.svg\" alt=\"PyPI Publication\">\n </a>\n</p>\n\n<br>\n\n<!-- toc -->\n\n- [Introduction](#introduction)\n- [Requirements](#requirements)\n- [Installation](#installation)\n- [Multi-Tenancy and Subscriptions](#multi-tenancy-and-subscriptions)\n- [Pending Refactor Note](#pending-refactor-note)\n- [Additional Documentation](#additional-documentation)\n- [Maintainers](#maintainers)\n- [Acknowledgments](#acknowledgments)\n\n## Introduction\n\nNexusML is a multimodal AutoML platform for classification and regression tasks.\n\nPlease refer to [docs/what-is-nexusml.md](https://github.com/neuraptic/nexusml/blob/main/docs/what-is-nexusml.md) \nand [docs/concepts.md](https://github.com/neuraptic/nexusml/blob/main/docs/concepts.md) for an overview of NexusML \nand its key features.\n\n## Requirements\n\n- Python 3.10\n- [Auth0](https://auth0.com/) configuration for user authentication\n- [AWS S3](https://aws.amazon.com/s3/) configuration if you want to use S3 as the file storage backend\n\n## Installation\n\nYou can install NexusML with pip:\n\n```bash\npip install nexusml\n```\n\n## Multi-Tenancy and Subscriptions\n\nNexusML is designed with multi-tenancy in mind, enabling multiple organizations (tenants) to use the platform \nindependently within isolated workspaces. Each tenant has its own environment, where organization members can \ncollaborate on tasks, manage data, and deploy AI models without affecting other tenants.\n\n> \u2139\ufe0f Multi-tenancy requires [Auth0](https://auth0.com/) for user authentication. Please refer to \n> [docs/auth0.md](https://github.com/neuraptic/nexusml/blob/main/docs/auth0.md) for instructions on setting up Auth0 \n> for NexusML.\n\nNexusML allows you to create and customize subscription plans, adjusting quota limits (such as storage and compute \nresources) to meet the specific needs of different organizations.\n\n> \u2139\ufe0f Billing and payment processing are not implemented. To use NexusML in a production environment, you will need to \n> integrate a billing and payment system such as [Stripe](https://stripe.com/). To do this, you will need to override \n> the `nexusml.api.jobs.periodic_jobs.bill()` function.\n\n## Pending Refactor Note\n\nThe engine was originally designed as a standalone RESTful API, operating on a separate infrastructure from the main \nAPI. As a result, interactions between the engine and the main API rely heavily on JSON objects (Python dictionaries).\n\nWe are planning a comprehensive refactor to allow the engine to interact directly with database models. This change \nwill streamline and simplify the integration between the engine and the main API.\n\n## Additional Documentation\n\nThe [docs](https://github.com/neuraptic/nexusml/blob/main/docs) directory contains additional documentation:\n\n- [architecture.md](https://github.com/neuraptic/nexusml/blob/main/docs/architecture.md): Describes the architecture \n of NexusML.\n- [auth0.md](https://github.com/neuraptic/nexusml/blob/main/docs/auth0.md): Describes the Auth0 configuration for \n NexusML.\n- [concepts.md](https://github.com/neuraptic/nexusml/blob/main/docs/concepts.md): Describes the concepts used in \n NexusML.\n- [quickstart.md](https://github.com/neuraptic/nexusml/blob/main/docs/quickstart.md): Provides a quick start guide for \n NexusML.\n- [states-and-statuses.md](https://github.com/neuraptic/nexusml/blob/main/docs/states-and-statuses.md): Describes \n NexusML's states and statuses.\n- [what-is-nexusml.md](https://github.com/neuraptic/nexusml/blob/main/docs/what-is-nexusml.md): Provides an overview \n of NexusML.\n\n## Maintainers\n\nNexusML is maintained by the following individuals (in alphabetical order):\n\n- Mikel Elkano Ilintxeta ([@melkilin](https://github.com/melkilin))\n- Mikel Uriz Martin ([@MikelUriz](https://github.com/MikelUriz))\n\n## Acknowledgments\n\nWe would like to recognize the valuable contributions of the following individuals (in alphabetical order):\n\n- Enrique Hern\u00e1ndez Calabr\u00e9s ([@ehcalabres](https://github.com/ehcalabres))\n- Leyre Ayll\u00f3n Lafuente ([@layllon](https://github.com/layllon))\n- Marco D'Alessandro ([@IoSonoMarco](https://github.com/IoSonoMarco))\n- Miguel \u00c1ngel \u00c1lvarez Fern\u00e1ndez ([@MigangalWork](https://github.com/MigangalWork))\n- Miguel P\u00e9rez Mart\u00ednez ([@MiguelPerezMartinez](https://github.com/MiguelPerezMartinez))\n",
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