https://github.com/frutik/awesome-e-commerce
https://github.com/frutik/awesome-e-commerce
List: awesome-e-commerce
data-import data-mining data-processing ecommerce
Last synced: about 1 month ago
JSON representation
- Host: GitHub
- URL: https://github.com/frutik/awesome-e-commerce
- Owner: frutik
- Created: 2021-07-19T07:56:57.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2023-12-28T08:24:57.000Z (about 2 years ago)
- Last Synced: 2025-11-01T15:03:17.401Z (4 months ago)
- Topics: data-import, data-mining, data-processing, ecommerce
- Homepage:
- Size: 27.3 KB
- Stars: 36
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Awesome e-Commerce
Collection of the links, dedicated to various eCommerce-specific data processing tasks.
Star, send pull requests...
## Products Attributes Extraction
- [Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product](https://arxiv.org/pdf/2009.07162v1.pdf)
- [Learning to Extract Attribute Value from Product via Question Answering: A Multi-task Approach](https://dl.acm.org/doi/pdf/10.1145/3394486.3403047)
- [Unsupervised Attribute Extraction for Online Listings](https://medium.com/prosus-ai-tech-blog/unsupervised-attribute-extraction-for-online-listings-41baa5d2270e)
## Products Classification and Categorization
- [Image Classification for E-Commerce](https://towardsdatascience.com/product-image-classification-with-deep-learning-part-i-5bc4e8dccf41)
- [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)
- [Building a Text Classifier with Spacy 3.0](https://medium.com/analytics-vidhya/building-a-text-classifier-with-spacy-3-0-dd16e9979a)
- [Categorizing Products at Scale](https://shopify.engineering/categorizing-products-at-scale)
## Products matching, grouping, and de-duplication
- [Product Matching in eCommerce using deep learning](https://medium.com/walmartglobaltech/product-matching-in-ecommerce-4f19b6aebaca)
- [Detecting Image Duplicates at OLX Scale](https://tech.olx.com/detecting-image-duplicates-at-olx-scale-7f59e4b6aef4)
- [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/)
- [“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)
## Products' ratings
- [How Not To Sort By Average Rating](https://www.evanmiller.org/how-not-to-sort-by-average-rating.html)
- [Python implementation of the Wilson Score Interval](https://stackoverflow.com/questions/10029588/python-implementation-of-the-wilson-score-interval)
- [Ranking Items With Star Ratings](https://www.evanmiller.org/ranking-items-with-star-ratings.html)
## Products compatibility
- [Determining compatibility](https://towardsdatascience.com/determining-compatibility-b952d941c22a)
## Images
### Vectorization
- [Extract a feature vector for any image with PyTorch](https://becominghuman.ai/extract-a-feature-vector-for-any-image-with-pytorch-9717561d1d4c)
- [Similar Images Recommendations using FastAi and Annoy](https://towardsdatascience.com/similar-images-recommendations-using-fastai-and-annoy-16d6ceb3b809)
### Perceptual image hashes
- [Detecting Image Duplicates at OLX Scale](https://tech.olx.com/detecting-image-duplicates-at-olx-scale-7f59e4b6aef4)
## Summarisation and keywords extraction
- [Exploring Different Keyword Extractors — Statistical Approaches](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-statistical-approaches-38580770e282)
- [Exploring Different Keyword Extractors — Graph Based Approaches](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-graph-based-approaches-c46ec6c12c34)
- [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)
- [Keyword Extraction with BERT](https://towardsdatascience.com/keyword-extraction-with-bert-724efca412ea)
## Accessibility
- [How To Make “Decorative” and “Functional” Images Accessible to All Users](https://baymard.com/blog/decorative-functional-image-accessibility)
- [Accessibility for E-Commerce: 3 Best Practices For Navigational Links](https://baymard.com/blog/links-accessibility)
## Other
- [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)
- [A map of bandits for e-commerce](https://www.amazon.science/publications/a-map-of-bandits-for-e-commerce)
- [Exploring Different Keyword Extractors — Evaluation Metrics and Strategies](https://medium.com/gumgum-tech/exploring-different-keyword-extractors-evaluation-metrics-and-strategies-ef874d336773)