{"id":20055220,"url":"https://github.com/frutik/awesome-e-commerce","last_synced_at":"2026-01-28T05:22:06.954Z","repository":{"id":140485648,"uuid":"387384413","full_name":"frutik/awesome-e-commerce","owner":"frutik","description":null,"archived":false,"fork":false,"pushed_at":"2023-12-28T08:24:57.000Z","size":28,"stargazers_count":36,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-11-01T15:03:17.401Z","etag":null,"topics":["data-import","data-mining","data-processing","ecommerce"],"latest_commit_sha":null,"homepage":"","language":null,"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/frutik.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}},"created_at":"2021-07-19T07:56:57.000Z","updated_at":"2025-07-08T19:38:47.000Z","dependencies_parsed_at":"2024-01-14T01:19:35.566Z","dependency_job_id":"fb75f2ea-2c90-45ee-ade8-9422e8f30d84","html_url":"https://github.com/frutik/awesome-e-commerce","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/frutik/awesome-e-commerce","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frutik%2Fawesome-e-commerce","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frutik%2Fawesome-e-commerce/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frutik%2Fawesome-e-commerce/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frutik%2Fawesome-e-commerce/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/frutik","download_url":"https://codeload.github.com/frutik/awesome-e-commerce/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/frutik%2Fawesome-e-commerce/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28840088,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-28T02:10:51.810Z","status":"ssl_error","status_checked_at":"2026-01-28T02:10:50.806Z","response_time":57,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["data-import","data-mining","data-processing","ecommerce"],"created_at":"2024-11-13T12:46:55.377Z","updated_at":"2026-01-28T05:22:06.931Z","avatar_url":"https://github.com/frutik.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Awesome e-Commerce\n\nCollection of the links, dedicated to various eCommerce-specific data processing tasks.\n\nStar, send pull requests...\n\n## Products Attributes Extraction\n\n- [Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product](https://arxiv.org/pdf/2009.07162v1.pdf)\n- [Learning to Extract Attribute Value from Product via Question Answering: A Multi-task Approach](https://dl.acm.org/doi/pdf/10.1145/3394486.3403047)\n- [Unsupervised Attribute Extraction for Online Listings](https://medium.com/prosus-ai-tech-blog/unsupervised-attribute-extraction-for-online-listings-41baa5d2270e)\n\n\n## Products Classification and Categorization\n\n- [Image Classification for E-Commerce](https://towardsdatascience.com/product-image-classification-with-deep-learning-part-i-5bc4e8dccf41)\n- [MSURU: Large Scale E-commerce Image Classification With Weakly Supervised Search Data](https://research.fb.com/wp-content/uploads/2019/07/MSURU-Large-Scale-E-commerce-Image-Classification-With-Weakly-Supervised-Search-Data.pdf)\n- [Building a Text Classifier with Spacy 3.0](https://medium.com/analytics-vidhya/building-a-text-classifier-with-spacy-3-0-dd16e9979a)\n- [Categorizing Products at Scale](https://shopify.engineering/categorizing-products-at-scale)\n\n## Products matching, grouping, and de-duplication\n\n- [Product Matching in eCommerce using deep learning](https://medium.com/walmartglobaltech/product-matching-in-ecommerce-4f19b6aebaca)\n- [Detecting Image Duplicates at OLX Scale](https://tech.olx.com/detecting-image-duplicates-at-olx-scale-7f59e4b6aef4)\n- [Improving automatic product classification for e-Commerce with image recognition](https://machine-learning-company.nl/en/technical/improving-automatic-product-classification-for-e-commerce-with-image-recognition/)\n- [“Is This You?” Entity Matching in the Modern Data Stack with Large Language models](https://towardsdatascience.com/is-this-you-entity-matching-in-the-modern-data-stack-with-large-language-models-19a730373b26)\n\n## Products' ratings\n\n- [How Not To Sort By Average Rating](https://www.evanmiller.org/how-not-to-sort-by-average-rating.html)\n- [Python implementation of the Wilson Score Interval](https://stackoverflow.com/questions/10029588/python-implementation-of-the-wilson-score-interval)\n- [Ranking Items With Star Ratings](https://www.evanmiller.org/ranking-items-with-star-ratings.html)\n\n## Products compatibility\n\n- [Determining compatibility](https://towardsdatascience.com/determining-compatibility-b952d941c22a)\n\n## Images\n\n### Vectorization\n\n- [Extract a feature vector for any image with PyTorch](https://becominghuman.ai/extract-a-feature-vector-for-any-image-with-pytorch-9717561d1d4c)\n- [Similar Images Recommendations using FastAi and Annoy](https://towardsdatascience.com/similar-images-recommendations-using-fastai-and-annoy-16d6ceb3b809)\n\n### Perceptual image hashes\n\n- [Detecting Image Duplicates at OLX Scale](https://tech.olx.com/detecting-image-duplicates-at-olx-scale-7f59e4b6aef4)\n\n## Summarisation and keywords extraction\n\n- [Exploring Different Keyword Extractors — Statistical Approaches](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-statistical-approaches-38580770e282)\n- [Exploring Different Keyword Extractors — Graph Based Approaches](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-graph-based-approaches-c46ec6c12c34)\n- [https://towardsdatascience.com/keyword-extraction-python-tf-idf-textrank-topicrank-yake-bert-7405d51cd839](https://towardsdatascience.com/keyword-extraction-python-tf-idf-textrank-topicrank-yake-bert-7405d51cd839)\n- [Keyword Extraction with BERT](https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea)\n\n## Accessibility\n\n- [How To Make “Decorative” and “Functional” Images Accessible to All Users](https://baymard.com/blog/decorative-functional-image-accessibility)\n- [Accessibility for E-Commerce: 3 Best Practices For Navigational Links](https://baymard.com/blog/links-accessibility)\n\n\n## Other\n\n- [Learn How a Knowledge Graph Can Improve Your Online Shopping Experience](https://www.alibabacloud.com/blog/learn-how-a-knowledge-graph-can-improve-your-online-shopping-experience_595668)\n- [A map of bandits for e-commerce](https://www.amazon.science/publications/a-map-of-bandits-for-e-commerce)\n- [Exploring Different Keyword Extractors — Evaluation Metrics and Strategies](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-evaluation-metrics-and-strategies-ef874d336773)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrutik%2Fawesome-e-commerce","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffrutik%2Fawesome-e-commerce","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrutik%2Fawesome-e-commerce/lists"}