{"id":17143838,"url":"https://github.com/asem000/accelerated-n-dimensional-ode-solvers","last_synced_at":"2025-03-24T09:42:35.972Z","repository":{"id":140101832,"uuid":"297333457","full_name":"ASEM000/Accelerated-N-dimensional-ODE-solvers","owner":"ASEM000","description":"Accelerated N-dimensional ODE solvers","archived":false,"fork":false,"pushed_at":"2020-09-21T12:40:55.000Z","size":140,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-29T15:13:18.471Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/ASEM000.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":"2020-09-21T12:31:48.000Z","updated_at":"2021-01-15T11:09:39.000Z","dependencies_parsed_at":null,"dependency_job_id":"3e3aba82-1773-4356-87eb-82b38fb852f2","html_url":"https://github.com/ASEM000/Accelerated-N-dimensional-ODE-solvers","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FAccelerated-N-dimensional-ODE-solvers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FAccelerated-N-dimensional-ODE-solvers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FAccelerated-N-dimensional-ODE-solvers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ASEM000%2FAccelerated-N-dimensional-ODE-solvers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ASEM000","download_url":"https://codeload.github.com/ASEM000/Accelerated-N-dimensional-ODE-solvers/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245248013,"owners_count":20584460,"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":"2024-10-14T20:42:25.861Z","updated_at":"2025-03-24T09:42:35.944Z","avatar_url":"https://github.com/ASEM000.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Accelerated N-dimensional Runge-Kutta solvers\nAccelerated N dimensional Runge Kutta solvers with implementations in numpy , numba and matlab\n\n#### Implementation of N dimensional Euler,RK2,RK3,RK4 and Dormand–Prince Runge kutta in python+numba\nOn average , the accelerated implementation is **10x** faster than matlab and **20x~40x** faster than numpy implementation\n\n### Comparison plots\n![Image](https://i.imgur.com/tA9QHwN.png)\n\n### How to use ?\n1. similar to matlab , you need to create a function that accepts t,y and output y vectors of the same shape as the ode degree\n2. check the sample implementation included in the jupyter notebook\n\n\n### Future work \nCuda implementation\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasem000%2Faccelerated-n-dimensional-ode-solvers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fasem000%2Faccelerated-n-dimensional-ode-solvers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fasem000%2Faccelerated-n-dimensional-ode-solvers/lists"}