{"id":19645019,"url":"https://github.com/quantecon/dse_workshop","last_synced_at":"2025-04-28T14:32:32.014Z","repository":{"id":68508931,"uuid":"577033198","full_name":"QuantEcon/dse_workshop","owner":"QuantEcon","description":"DSE Conference DP Workshop 2022","archived":false,"fork":false,"pushed_at":"2022-12-12T00:02:25.000Z","size":216,"stargazers_count":5,"open_issues_count":2,"forks_count":2,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-04-28T11:21:41.672Z","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/QuantEcon.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},"funding":{"github":"numfocus","custom":"https://numfocus.org/donate-to-quantecon"}},"created_at":"2022-12-11T19:10:15.000Z","updated_at":"2024-07-15T07:51:18.000Z","dependencies_parsed_at":"2023-03-11T03:46:55.278Z","dependency_job_id":null,"html_url":"https://github.com/QuantEcon/dse_workshop","commit_stats":{"total_commits":8,"total_committers":1,"mean_commits":8.0,"dds":0.0,"last_synced_commit":"11285fb45120938e128c92e372e789636d6cf6f8"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/QuantEcon%2Fdse_workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/QuantEcon%2Fdse_workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/QuantEcon%2Fdse_workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/QuantEcon%2Fdse_workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/QuantEcon","download_url":"https://codeload.github.com/QuantEcon/dse_workshop/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251330477,"owners_count":21572290,"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":"2024-11-11T14:31:39.461Z","updated_at":"2025-04-28T14:32:31.977Z","avatar_url":"https://github.com/QuantEcon.png","language":"Jupyter Notebook","funding_links":["https://github.com/sponsors/numfocus","https://numfocus.org/donate-to-quantecon"],"categories":[],"sub_categories":[],"readme":"# DSE Workshop 2022\n\n![](qe-logo-large.png)\n\nThis is the homepage for an extended talk on dynamic programming at the [DSE\nSummer School](https://dseconf.org/) to be held at ANU in December 2022.\n\n## Instructor\n\n* John Stachurski \n\n## Topics\n\nThe talk will cover theory and applications of dynamic programming.\n\nAll of the material is based on the forthcoming textbook [Dynamic\nProgramming](https://github.com/QuantEcon/book-dp1/) by Thomas J. Sargent and\nJohn Stachurski.\n\n### Agenda\n\n1. Quick intro via job search\n2. Review of MDPs\n2. MDP algorithms\n2. Refactoring dynamic programs\n2. Implementing DP in Python (Numba, JAX, GPUs)\n\n## Resources\n\nThe [Dynamic Programming GitHub repository](https://github.com/QuantEcon/book-dp1/) contains \n\n* the latest version of the text (dp.pdf) \n* the lecture slides (see `slides`)\n* and the source code (Python and Julia)\n\nThis repo also contains related DP code --- see `code` directory\n\nThe GPU-based code is designed to run smoothly on Google colab\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquantecon%2Fdse_workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fquantecon%2Fdse_workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fquantecon%2Fdse_workshop/lists"}