{"id":17494204,"url":"https://github.com/maxstrange/scifi-titles","last_synced_at":"2026-05-02T13:32:57.814Z","repository":{"id":88193748,"uuid":"135363771","full_name":"MaxStrange/scifi-titles","owner":"MaxStrange","description":"Neural Networks to make Scifi Book Titles","archived":false,"fork":false,"pushed_at":"2018-06-10T21:28:35.000Z","size":13477,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-28T17:48:18.867Z","etag":null,"topics":["ai","keras","machine-learning","recurrent-neural-networks","scifi"],"latest_commit_sha":null,"homepage":null,"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/MaxStrange.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-05-29T23:40:42.000Z","updated_at":"2018-06-10T21:28:36.000Z","dependencies_parsed_at":null,"dependency_job_id":"88ff85a7-ee12-449d-be6d-6eae0562f355","html_url":"https://github.com/MaxStrange/scifi-titles","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MaxStrange/scifi-titles","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxStrange%2Fscifi-titles","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxStrange%2Fscifi-titles/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxStrange%2Fscifi-titles/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxStrange%2Fscifi-titles/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MaxStrange","download_url":"https://codeload.github.com/MaxStrange/scifi-titles/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaxStrange%2Fscifi-titles/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32536576,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-02T12:25:33.646Z","status":"ssl_error","status_checked_at":"2026-05-02T12:24:51.733Z","response_time":132,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["ai","keras","machine-learning","recurrent-neural-networks","scifi"],"created_at":"2024-10-19T13:05:43.481Z","updated_at":"2026-05-02T13:32:57.778Z","avatar_url":"https://github.com/MaxStrange.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# scifi-titles\nNeural Networks to make Scifi Book Titles\n\n## To Use\nThe data is contained in the data.csv file, contained in this repo. Here's\nhow to use the repo:\n\n1. Clone this repo\n1. Train a network with: `python(3) ./charmodel.py --mode train`. You will likely have to up the number of epochs (it defaults to 5).\n\nOnce you have a few models trained (they will be autosaved as you train them), you can use them like so:\n\n`python(3) ./charmodel.py --mode use --n 15 --temperature 0.4 --model models/whichever_one_you_want`\n\nThis will get you a reasonable list of scifi titles, depending on how well trained your network is and how\nhigh your temperature is.\n\n## Examples\n\nHere's a few examples after just a few epochs and a temperature of 0.4:\nNote that this list has been curated a bit to remove total nonsense and super repetitive stuff. Also,\nsome of these are likely real things that the network hit on on accident or memorized.\n\n```\nThe Serving of the Consorger\nThe Stars of the Gates\nThe Time of the Story\nThe Story of the Story\nThe Silver in the Moon\nStars of the Eggination\nSea-Kings of Man\nThe Science Fiction of the Space Little Princess\nSonger of the Stars\nThe Last Cat Who War of the Last Space\nThe Songing Story\nThe Servic Flobit\nThe Worlds of the Reviem\nThe Summor Captation\nThe Best Animal Stories of the Ganter\nPhantom Enemy\nThe Down Who War of the Beast\nMemory\nBright Segment\nThe Bard Stories\nThe Worlds of the Science Fiction\nThe Stars of the Dock\nThe Star in the Secret\nThe Stories of the Secret\nEarth\nThe Moon of the Dead\nThe Fantastic\nThe Ancient Fire\nDead of the Cat Come Time\nThe Space of the Stories\nThe Mental Assassins\nThe War of the Stars\nThe Best Spirits\nThe Space of the Wain\nThe Paradinan Encounter\nelvet Eyes\nThe Star of the Science Fiction Man\nThe Star Dreams\nStar in the Last War Beast\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxstrange%2Fscifi-titles","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaxstrange%2Fscifi-titles","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaxstrange%2Fscifi-titles/lists"}