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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NeuroModels\n[![PyPi version](https://img.shields.io/pypi/v/neuromodels.svg)](https://pypi.python.org/pypi/neuromodels)\n[![python compatibility](https://img.shields.io/pypi/pyversions/neuromodels.svg)](https://pypi.python.org/pypi/neuromodels)\n[![GitHub license](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/nicolossus/neuromodels/blob/master/LICENSE)\n\u003c!--[![Documentation Status](https://readthedocs.org/projects/neuromodels/badge/?version=latest)](https://neuromodels.readthedocs.io/en/latest/?badge=latest)\n[![Tests](https://github.com/nicolossus/neuromodels/workflows/Tests/badge.svg?branch=main)](https://github.com/nicolossus/neuromodels/actions)--\u003e\n\n\n`NeuroModels` is a Python toolbox for simulating neuroscientific models, post-simulation analysis and feature extraction.\n\n## Overview\n`NeuroModels` is a software that aims to provide a framework for neuroscientific simulator models and methods for extracting features from the simulated recording. The simulator models are implemented to be flexible, particularly in the sense of parameterizing the models.\n\n`NeuroModels` presently includes the following neural simulators:\n\n* Hodgkin-Huxley Model\n* Brunel Network Model\n\n`NeuroModels` is a part of the author's [Master thesis](https://github.com/nicolossus/Master-thesis).\n\n## Installation instructions\n\n### Install with pip\n`NeuroModels` can be installed directly from [PyPI](https://pypi.org/project/neuromodels/):\n\n```\npip install neuromodels\n```\n\n## Requirements\n* `Python` \u003e= 3.8\n* The standard scientific libraries; `NumPy`, `Matplotlib`, `SciPy`\n\n## Documentation\nDocumentation can be found at [neuromodels.readthedocs.io](https://neuromodels.readthedocs.io/).\n\n## Getting started\nCheck out the [Examples gallery](https://neuromodels.readthedocs.io/en/latest/auto_examples/index.html) in the documentation.\n\n## Automated build and test\nThe repository uses continuous integration (CI) workflows to build and test the project directly with GitHub Actions. Tests are provided in the [`tests`](tests) folder. Run tests locally with `pytest`:\n\n```\npython -m pytest tests -v\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnicolossus%2Fneuromodels","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnicolossus%2Fneuromodels","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnicolossus%2Fneuromodels/lists"}