{"id":18884880,"url":"https://github.com/risdorn/walmart-workshop","last_synced_at":"2026-02-23T02:30:15.910Z","repository":{"id":228817478,"uuid":"774996084","full_name":"Risdorn/Walmart-Workshop","owner":"Risdorn","description":"Walmart Workshop includes all the files utilized in the workshop. The workshop taught different methods for Time series forecasting, Supply Chain Optimization and Computer Vision. Walmart also held a hackathon, Round 1 of which is here and Round 2 is in the repo Predicting Drive Failure","archived":false,"fork":false,"pushed_at":"2024-04-29T09:42:11.000Z","size":19083,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-31T04:26:41.663Z","etag":null,"topics":["computer-vision","hackathon","supply-chain-optimization","time-series-forecasting"],"latest_commit_sha":null,"homepage":"","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/Risdorn.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":"2024-03-20T15:20:16.000Z","updated_at":"2024-04-29T09:42:15.000Z","dependencies_parsed_at":"2024-04-29T11:00:17.059Z","dependency_job_id":null,"html_url":"https://github.com/Risdorn/Walmart-Workshop","commit_stats":null,"previous_names":["risdorn/walmart-sct-hackathon-round-1","risdorn/walmart-workshop"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Risdorn%2FWalmart-Workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Risdorn%2FWalmart-Workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Risdorn%2FWalmart-Workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Risdorn%2FWalmart-Workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Risdorn","download_url":"https://codeload.github.com/Risdorn/Walmart-Workshop/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239858102,"owners_count":19708802,"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":["computer-vision","hackathon","supply-chain-optimization","time-series-forecasting"],"created_at":"2024-11-08T07:14:59.009Z","updated_at":"2026-02-23T02:30:15.869Z","avatar_url":"https://github.com/Risdorn.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Walmart Workshop\n\nThe workshop taught the basics of Time Series Forecasting and a few advanced topics form Supply Chain Optimization and Computer Vision.\n\n## Time Series Forecasting\n\nLearned the basics of Time Series Forecasting, including a few basic models. Also used the models on Store Sales data.\n\n## Supply Chain Optimization\n\nLearned about different Probabilistic models such as Simulated Annealing, which was used in finding optimal routes(modified version of Travelling Salesman Problem). \n\nProblem: Let’s say we have a depot/hub of an eCommerce organisation (like Walmart) and packages (customer orders) must be delivered from the depot/hub to\ncustomer locations. Let's say we have a limit on number of orders a vehicle can deliver (Vehicle Capacity) . In that case we need to use\nmultiple vehicles to deliver all the orders.\n\nAlso learned about 3D Bin Packing Problem.\n\n## Computer Vision\n\nLearned about transformers and how they are being used in object detection.\n\n# Walmart Workshop\n\nRound 1 consisted of 2 problems, the first was a standard Travelling Salesman Problem and the second was the same as the problem taught in Supply Chain Optimization workshop.\n\nRound 2 details can be found [here](https://github.com/Risdorn/Predicting-Drive-Failure), We were tasked with trying out different models for Predicting Hard Drive Failures.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frisdorn%2Fwalmart-workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frisdorn%2Fwalmart-workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frisdorn%2Fwalmart-workshop/lists"}