{"id":16649024,"url":"https://github.com/jalajthanaki/basic_ecommerce_recomendation_system","last_synced_at":"2025-04-09T16:51:36.650Z","repository":{"id":81621477,"uuid":"123427714","full_name":"jalajthanaki/Basic_Ecommerce_Recomendation_System","owner":"jalajthanaki","description":"This repository contains the code for basic kind of E-commerce recommendation engine. By using the concept of TF-IDF and cosine similarity, we have built this recommendation engine.","archived":false,"fork":false,"pushed_at":"2018-03-07T12:56:22.000Z","size":180,"stargazers_count":30,"open_issues_count":0,"forks_count":13,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-23T18:54:21.465Z","etag":null,"topics":["cosine-similarity","recommendation-system","tf-idf-vectorizer"],"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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jalajthanaki.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":"2018-03-01T11:45:09.000Z","updated_at":"2025-02-24T11:57:32.000Z","dependencies_parsed_at":"2023-03-13T20:08:02.324Z","dependency_job_id":null,"html_url":"https://github.com/jalajthanaki/Basic_Ecommerce_Recomendation_System","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/jalajthanaki%2FBasic_Ecommerce_Recomendation_System","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jalajthanaki%2FBasic_Ecommerce_Recomendation_System/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jalajthanaki%2FBasic_Ecommerce_Recomendation_System/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jalajthanaki%2FBasic_Ecommerce_Recomendation_System/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jalajthanaki","download_url":"https://codeload.github.com/jalajthanaki/Basic_Ecommerce_Recomendation_System/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248073017,"owners_count":21043353,"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":["cosine-similarity","recommendation-system","tf-idf-vectorizer"],"created_at":"2024-10-12T09:06:21.900Z","updated_at":"2025-04-09T16:51:36.631Z","avatar_url":"https://github.com/jalajthanaki.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# E-commerce Recommendation engine\n\n\nThis repository contains the code for basic kind of E-commerce recommendation engine. By using the concept of TF-IDF and cosine similarity, we have built this recommendation engine.\n\n## Data\nFor this project we are using [this dataset](https://www.kaggle.com/cclark/product-item-data/data). This dataset contains data from the 500 actual SKUs from an outdoor apparel brand's product catalog. \n\n## Dependencies and Installation \nWe need the following dependencies.\n\n* Pandas: `sudo pip install pandas`\n* Sci-kit Learn (sklearn): `sudo pip install -U scikit-learn`\n* Jupyter Notebook: `$ sudo pip install jupyter `\n\n## Usage\nYou need to run the jupyter notebook `Basic_content_based_recommendation_system.ipynb`\n\n## credit\nThe code of is this repository is inspired by the [Groveco's](https://github.com/groveco/content-engine) content based recommendation engine.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjalajthanaki%2Fbasic_ecommerce_recomendation_system","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjalajthanaki%2Fbasic_ecommerce_recomendation_system","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjalajthanaki%2Fbasic_ecommerce_recomendation_system/lists"}