{"id":17133636,"url":"https://github.com/neka-nat/vin-keras","last_synced_at":"2025-08-07T21:26:23.102Z","repository":{"id":75432497,"uuid":"78340632","full_name":"neka-nat/vin-keras","owner":"neka-nat","description":"This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras","archived":false,"fork":false,"pushed_at":"2018-01-06T10:32:53.000Z","size":4884,"stargazers_count":17,"open_issues_count":0,"forks_count":7,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-04-13T08:12:20.103Z","etag":null,"topics":["deep-learning","keras","nips-2016","value-iteration","value-iteration-network"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/neka-nat.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2017-01-08T12:12:55.000Z","updated_at":"2025-01-06T12:01:44.000Z","dependencies_parsed_at":"2023-03-11T19:50:43.610Z","dependency_job_id":null,"html_url":"https://github.com/neka-nat/vin-keras","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fvin-keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fvin-keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fvin-keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neka-nat%2Fvin-keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neka-nat","download_url":"https://codeload.github.com/neka-nat/vin-keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248681495,"owners_count":21144700,"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":["deep-learning","keras","nips-2016","value-iteration","value-iteration-network"],"created_at":"2024-10-14T19:42:39.708Z","updated_at":"2025-04-13T08:12:28.534Z","avatar_url":"https://github.com/neka-nat.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# vin-keras\n\nThis is an implimentation of [VIN(Value Iteration Networks)](https://arxiv.org/abs/1602.02867) in keras.\n\n* 16x16 Grid world datasets from [vin(chainer) repository](https://github.com/peisuke/vin)\n\nFirst, train and save VIN model.\n\n    $ python train.py\n\nNext, predict path on the test data.\n\n    $ python predict.py\n\nAn example of the results are shown below.\n\n![result0](images/image0.png)\n![result1](images/image1.png)\n![result2](images/image2.png)\n\n## Reference\n* [VIN(original)](https://github.com/avivt/VIN)\n* [tensorflow-value-iteration-networks](https://github.com/TheAbhiKumar/tensorflow-value-iteration-networks)\n* [vin(chainer)](https://github.com/peisuke/vin)\n\n## Requirements\n* Keras\n* python-opencv\n* numpy\n* joblib","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneka-nat%2Fvin-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneka-nat%2Fvin-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneka-nat%2Fvin-keras/lists"}