{"id":13716813,"url":"https://github.com/ramon-oliveira/aorun","last_synced_at":"2025-05-05T17:58:41.924Z","repository":{"id":57410752,"uuid":"84593444","full_name":"ramon-oliveira/aorun","owner":"ramon-oliveira","description":"Deep Learning over PyTorch","archived":false,"fork":false,"pushed_at":"2017-09-06T06:22:17.000Z","size":64,"stargazers_count":61,"open_issues_count":0,"forks_count":4,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-04-29T22:22:54.026Z","etag":null,"topics":["bayesian-inference","deeplearning","neural-networks","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ramon-oliveira.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-03-10T19:24:27.000Z","updated_at":"2024-01-04T16:12:13.000Z","dependencies_parsed_at":"2022-08-27T22:02:11.416Z","dependency_job_id":null,"html_url":"https://github.com/ramon-oliveira/aorun","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramon-oliveira%2Faorun","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramon-oliveira%2Faorun/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramon-oliveira%2Faorun/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ramon-oliveira%2Faorun/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ramon-oliveira","download_url":"https://codeload.github.com/ramon-oliveira/aorun/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252548278,"owners_count":21766143,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bayesian-inference","deeplearning","neural-networks","pytorch"],"created_at":"2024-08-03T00:01:14.670Z","updated_at":"2025-05-05T17:58:41.898Z","avatar_url":"https://github.com/ramon-oliveira.png","language":"Python","funding_links":[],"categories":["Pytorch \u0026 related libraries｜Pytorch \u0026 相关库","Pytorch \u0026 related libraries"],"sub_categories":["Other libraries｜其他库:","Other libraries:"],"readme":"# Aorun: Deep Learning over PyTorch\n\n[![build](https://travis-ci.org/ramon-oliveira/aorun.svg?branch=master)](https://travis-ci.org/ramon-oliveira/aorun)\n[![coverage](https://coveralls.io/repos/github/ramon-oliveira/aorun/badge.svg)](https://coveralls.io/github/ramon-oliveira/aorun)\n[![Code Climate](https://codeclimate.com/github/ramon-oliveira/aorun/badges/gpa.svg)](https://codeclimate.com/github/ramon-oliveira/aorun)\n[![python](https://img.shields.io/pypi/pyversions/aorun.svg)](https://pypi.python.org/pypi/aorun)\n[![license](https://img.shields.io/github/license/ramon-oliveira/aorun.svg)](https://github.com/ramon-oliveira/aorun/blob/master/LICENSE)\n\nAorun intend to implement an API similar to [Keras](https://keras.io) with PyTorch as backend.\n\n## Getting started\n\nHere is a simple regression example:\n\n```python\nfrom aorun.models import Model\nfrom aorun.layers import Dense, Activation\n\nmodel = Model()\nmodel.add(Dense(10, input_dim=3))\nmodel.add(Activation('relu'))\nmodel.add(Dense(1))\n\nmodel.fit(X_train, y_train, loss='mse', optimizer='adam')\n\ny_pred = model.predict(X_test)\n```\n\n## Install\n\nFirst of all, it's import to mention that this project is develop with **Python 3.5+** in mind. I do not recommend using Aorun with older versions.\n\nAs prerequisite, you have to install the latest stable version of [PyTorch](http://pytorch.org)\n\nThen you can install aorun as any other python package, with pip:\n```bash\n$ pip install aorun\n```\n\n## Why Aorun?\n\n[Aorun](https://en.wikipedia.org/wiki/Aorun) is a Dinosaur. Dinosaurs are cool.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Framon-oliveira%2Faorun","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Framon-oliveira%2Faorun","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Framon-oliveira%2Faorun/lists"}