{"id":13862547,"url":"https://github.com/samim23/Novelty-Search-Live","last_synced_at":"2025-07-14T12:31:14.973Z","repository":{"id":151395179,"uuid":"92693548","full_name":"samim23/Novelty-Search-Live","owner":"samim23","description":"Musical Novelty Search: Evolutionary Algorithms + Ableton Live","archived":false,"fork":false,"pushed_at":"2017-05-29T13:57:56.000Z","size":20,"stargazers_count":98,"open_issues_count":0,"forks_count":18,"subscribers_count":11,"default_branch":"master","last_synced_at":"2024-08-05T06:06:01.673Z","etag":null,"topics":["ableton-live","evolutionary-algorithms","novelty-search"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/samim23.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}},"created_at":"2017-05-28T23:40:37.000Z","updated_at":"2024-07-19T06:18:08.000Z","dependencies_parsed_at":"2023-06-01T15:45:40.599Z","dependency_job_id":null,"html_url":"https://github.com/samim23/Novelty-Search-Live","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/samim23%2FNovelty-Search-Live","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/samim23%2FNovelty-Search-Live/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/samim23%2FNovelty-Search-Live/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/samim23%2FNovelty-Search-Live/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/samim23","download_url":"https://codeload.github.com/samim23/Novelty-Search-Live/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225974500,"owners_count":17553964,"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":["ableton-live","evolutionary-algorithms","novelty-search"],"created_at":"2024-08-05T06:01:47.163Z","updated_at":"2024-11-22T22:31:17.086Z","avatar_url":"https://github.com/samim23.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Novelty Search Live\nNovelty Search Live is a experimental open-source tool that helps musicians find musical inspiration in Ableton Live. It uses a evolutionary algorithm to continuously evolve new audio-clip and synth-parameter combinations, guided exclusively by Novelty Search. Finally, it takes the countless new musical ideas it has discovered, and generates a map with t-SNE which is interactively browsable. Read more: https://medium.com/@samim/musical-novelty-search-2177c2a249cc\n\n## Usage\nAfter everything is setup and Ableton Live is open, run **python noveltysearchlive.py** from your console to start.\nYou can tweak the following parameters via the command line:        \n\n--name (Song Name)           \n--waittime        \n--iterationtime        \n--populationsize       \n--crossoverrate       \n--mutationrate       \n--tournamentsize        \n\nAnd tweak many more settings inside the \"noveltysearchlive.py\" config section.\n\n## Requirements\n- ableton: https://www.ableton.com/\n- python: https://www.python.org/\n- pylive: https://github.com/ideoforms/pylive\n- argparse: https://docs.python.org/3/library/argparse.html\n- numpy: https://www.scipy.org/scipylib/download.html\n- deap: https://github.com/DEAP/deap\n- sklearn: http://scikit-learn.org/stable/install.html\n- matplotlib: https://matplotlib.org/faq/installing_faq.html\n- annoy: https://github.com/spotify/annoy\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamim23%2FNovelty-Search-Live","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsamim23%2FNovelty-Search-Live","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsamim23%2FNovelty-Search-Live/lists"}