{"id":20791165,"url":"https://github.com/esraaj-sarkar-gupta/simulating-randomwalks","last_synced_at":"2025-09-10T00:25:10.613Z","repository":{"id":245169147,"uuid":"817460696","full_name":"Esraaj-Sarkar-Gupta/Simulating-RandomWalks","owner":"Esraaj-Sarkar-Gupta","description":"A project with python scripts simulating different random walks of varying complexity.","archived":false,"fork":false,"pushed_at":"2024-10-21T20:31:17.000Z","size":5232,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-10T08:06:01.510Z","etag":null,"topics":["probabilistic-models","random-walk-collisions","random-walks"],"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/Esraaj-Sarkar-Gupta.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":"2024-06-19T18:58:37.000Z","updated_at":"2024-10-21T20:31:22.000Z","dependencies_parsed_at":"2024-10-22T19:56:55.679Z","dependency_job_id":null,"html_url":"https://github.com/Esraaj-Sarkar-Gupta/Simulating-RandomWalks","commit_stats":null,"previous_names":["coolsugar/simulating-randomwalk","esraaj-sarkar-gupta/simulating-randomwalk","esraaj-sarkar-gupta/simulating-randomwalks"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Esraaj-Sarkar-Gupta/Simulating-RandomWalks","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Esraaj-Sarkar-Gupta%2FSimulating-RandomWalks","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Esraaj-Sarkar-Gupta%2FSimulating-RandomWalks/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Esraaj-Sarkar-Gupta%2FSimulating-RandomWalks/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Esraaj-Sarkar-Gupta%2FSimulating-RandomWalks/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Esraaj-Sarkar-Gupta","download_url":"https://codeload.github.com/Esraaj-Sarkar-Gupta/Simulating-RandomWalks/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Esraaj-Sarkar-Gupta%2FSimulating-RandomWalks/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274390645,"owners_count":25276406,"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","status":"online","status_checked_at":"2025-09-09T02:00:10.223Z","response_time":80,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["probabilistic-models","random-walk-collisions","random-walks"],"created_at":"2024-11-17T15:41:34.118Z","updated_at":"2025-09-10T00:25:10.588Z","avatar_url":"https://github.com/Esraaj-Sarkar-Gupta.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"The following scripts are a part of this project:\n\n-\u003e MultipleRandomWalks_1D.py : Simulates several particals performing a one dimensional random walk. The results allow us to visualise the diffusion over time in random walks. \nWe observe that over time, the elements diffuse further apart, giving us a Gaussian distribution. \n\n-\u003e freeRandomWalk_2D.py : Simulates a 2 dimensional random walk over time for a single partical. \n\n-\u003e Multiple_freeRandomWalk_2D_collisionsDetect.py : Simulates several independent random walks over time in a 2D plane. All collisions between elements are logged. No collision phyics.\n\n\n\n\n\n-\u003e CollisionFrequency.py : Allows us to interpret collision log data. We may see that the number of collisions decrease as elements diffuse over time.\nWe observe that the number of collisions decrease exponentially as elements diffuse over time. \n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fesraaj-sarkar-gupta%2Fsimulating-randomwalks","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fesraaj-sarkar-gupta%2Fsimulating-randomwalks","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fesraaj-sarkar-gupta%2Fsimulating-randomwalks/lists"}