{"id":13640690,"url":"https://github.com/LaihoE/DLAC","last_synced_at":"2025-04-20T06:34:30.318Z","repository":{"id":152104594,"uuid":"377209230","full_name":"LaihoE/DLAC","owner":"LaihoE","description":"Deep Learning Anti-Cheat For CSGO","archived":true,"fork":false,"pushed_at":"2022-11-24T07:07:39.000Z","size":75349,"stargazers_count":26,"open_issues_count":0,"forks_count":7,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-11-09T11:37:01.475Z","etag":null,"topics":["anticheat","counter-strike-global-offensive","csgo","deep-learning","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Go","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/LaihoE.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}},"created_at":"2021-06-15T15:24:00.000Z","updated_at":"2024-10-03T18:04:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"da650c14-d95c-4345-8c86-d1f4289c3f04","html_url":"https://github.com/LaihoE/DLAC","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/LaihoE%2FDLAC","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LaihoE%2FDLAC/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LaihoE%2FDLAC/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/LaihoE%2FDLAC/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/LaihoE","download_url":"https://codeload.github.com/LaihoE/DLAC/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249859688,"owners_count":21335988,"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":["anticheat","counter-strike-global-offensive","csgo","deep-learning","machine-learning"],"created_at":"2024-08-02T01:01:13.533Z","updated_at":"2025-04-20T06:34:28.688Z","avatar_url":"https://github.com/LaihoE.png","language":"Go","readme":"# Deep Learning Anti-Cheat For CSGO\n\n\n\nInput the directory with your .dem files and the model outputs predictions for every shot during the game.\n\n```python\nfrom DLAC import Model\n\nmodel = Model(\"./path_to_demos/\")\nmodel.predict_to_terminal(threshold=0.95)   # You can manually specify threshold, 0.95 by default\n```\n## Installation\nWindows should be as easy as:\n```python\npip install DLAC\n```\nLinux users will need to build the .so file. This requres GO.\n```\ngit clone https://github.com/LaihoE/DLAC  \ncd DLAC\npython3 setup.py install\ncd DLAC\ngo build -o parser.so -buildmode=c-shared\n```\n\n## You can choose between a bigger and a smaller model\n```python\nfrom DLAC import Model\n\nmodel = Model(\"./path_to_demos/\", model_type='big')\nmodel.predict_to_terminal(threshold=0.99)   # 0.99 is recommended with the bigger model\n```\nThe bigger model is slower with slightly better accuracy  \n\n\nOther ways to output predictions  \nmodel.predict_to_csv()  \nmodel.predict_to_list()\n\n## Example output from one shot  \n```CSV\nName, Confidence of cheating, SteamId, File\nPeskyCheater22, 0.9601634, 123456789, exampledemo.dem\n```\n\n\n## Special thank you to\nDemoinfocs-golang is the underlying parser used for parsing the demos, found at:  \nhttps://github.com/markus-wa/demoinfocs-golang.  \n\n87andrewh has written the majority of the specific parser used, found at: https://github.com/87andrewh/DeepAimDetector/blob/master/parser/to_csv.go\n","funding_links":[],"categories":["Anti Cheat"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLaihoE%2FDLAC","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FLaihoE%2FDLAC","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FLaihoE%2FDLAC/lists"}