{"id":20402561,"url":"https://github.com/willdunklin/alpha-stronghold","last_synced_at":"2026-05-10T10:37:57.810Z","repository":{"id":119680145,"uuid":"320031460","full_name":"willdunklin/alpha-stronghold","owner":"willdunklin","description":null,"archived":false,"fork":false,"pushed_at":"2020-12-09T17:54:00.000Z","size":225,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-15T12:09:49.095Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/willdunklin.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,"publiccode":null,"codemeta":null}},"created_at":"2020-12-09T17:32:46.000Z","updated_at":"2020-12-09T17:54:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"82743e44-9e8a-4ad9-b8fe-654fd081f85e","html_url":"https://github.com/willdunklin/alpha-stronghold","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/willdunklin%2Falpha-stronghold","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willdunklin%2Falpha-stronghold/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willdunklin%2Falpha-stronghold/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/willdunklin%2Falpha-stronghold/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/willdunklin","download_url":"https://codeload.github.com/willdunklin/alpha-stronghold/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241950079,"owners_count":20047587,"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":[],"created_at":"2024-11-15T04:54:41.529Z","updated_at":"2026-05-10T10:37:52.770Z","avatar_url":"https://github.com/willdunklin.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# alpha-stronghold\n\nThis project is meant to correctly traverse the randomly generated Stronghold structure in Minecraft. \nThe current iteration uses a simple classifier for any given room but will eventually be an LSTM based maze-traversal-like algorithm.\n\n## To get data\nGenerate ```data.txt``` and ```labels.txt``` with ```parser.py``` using ```strongholds.txt``` (https://drive.google.com/file/d/1PswZeVVz8Q7iLcRnCDr5geRqcid8kZQb/view?usp=sharing).\n\n## To train the classifier\nRun ```classifier.py``` and it will generate a model. Tweak the number of epochs to get different training results, or figure out how loading models back in works.\n\n## To test a room with classifier\nRun ```test.py```. You will be asked to input a json style list that contains pertinent data.\n\nThe general formate is as follows:\n\n```[depth, \"PreviousRoom\", \"CurrentRoom\", [\"Child\", \"Rooms\", \"In\", \"Order\", \"None\"]]```\n\nA empty format can will be supplied by typing ```?``` into the prompt.\n\n#### Note: only run the algorithm on rooms with choices (Corridor, FiveWayCrossing, SquareRoom) and in all other choices advance forward into the next available room.\n\nThe list of rooms can be found on ```line 1``` of ```test.py``` but are also listed below:\n\n```\nCorridor\nPrisonHall\nLeftTurn\nRightTurn\nSquareRoom\nStairs\nSpiralStaircase\nFiveWayCrossing\nChestCorridor\nLibrary\nPortalRoom\nSmallCorridor\nStart\nNone\n```\n\n## Requirements\n- Tensorflow\n- Keras\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwilldunklin%2Falpha-stronghold","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwilldunklin%2Falpha-stronghold","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwilldunklin%2Falpha-stronghold/lists"}