The 1st place solution for SIGIR 2020 E-Commerce Workshop Multimodal Product Classification Challenge
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Aug 3, 2020 - Jupyter Notebook
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product-classification
Here are 23 public repositories matching this topic...
Implementation of ML algorithms for FlipKart Product Category Classification based on the product's description and other features.
machine-learning naive-bayes-classifier tf-idf ngrams svm-classifier random-forest-classifier product-classification sk-learn
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May 12, 2021 - Jupyter Notebook
Build a fastText product classification model that can predict a normalized category name for a product, given an unstructured textual representation.
nlp fasttext multiclass-classification classification-model product-classification imbalanced-classification
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Jul 20, 2022 - Jupyter Notebook
Machine Learning - Multiclass Classification
machine-learning naive-bayes bag-of-words logistic-regression tf-idf multiclass-classification product-classification
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Feb 22, 2022 - Jupyter Notebook
36-system open taxonomy knowledge graph: NAICS, ISIC, HS, SOC, ISCO, ESCO, CPC, UNSPSC, Patent CPC, GDPR, and more - all connected by crosswalk edges. REST API + MCP server.
taxonomy mcp open-data knowledge-graph classification crosswalk naics isic product-classification fastapi occupational-classification open-taxonomy
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Apr 17, 2026 - Python
Source Code for User Bias Removal in Fine Grained Sentiment Analysis (CODS-COMAD 2018, DAB@CIKM 2017)
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May 7, 2020 - Python
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Mar 15, 2024 - Jupyter Notebook
Categorize and classify anything into a taxonomy or categories using an API that utilizes ChatGPT. Use cases: Classify products into a taxonomy. Classify texts/paragraphs based on predefined categories. Resolve complex taxonomy problems.
api classifier machine-learning taxonomy paragraph categories generative-models product-classification chatgpt
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Jul 12, 2023
End-to-end MLOps pipeline for multimodal e-commerce product classification (text + image) — ingestion, training, inference and monitoring.
python nlp docker deep-learning postgresql pytorch minio data-pipeline apache-airflow multimodal dvc product-classification mlops mlflow fastapi optuna streamlit sentence-transformers evidently efficientvit
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Feb 26, 2026 - Python
Classify e-commerce product descriptions into categories (Household, Books, Electronics, Clothing & Accessories) using SVM and Random Forest models with TF-IDF and Word2Vec representations. Includes data preprocessing, hyperparameter tuning, and model evaluation for performance comparison.
nlp machine-learning text-classification svm word2vec e-commerce tf-idf svm-classifier random-forest-classifier product-classification
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Nov 15, 2024 - Jupyter Notebook
CentraleSupélec/OpenClassrooms Data Scientist 2024-2025 - Projet 6
api marketing data-science text-classification data-visualization image-classification data-analysis e-commerce rgpd marketing-analytics product-classification classification-models scraping-python
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Jul 28, 2025 - Python
基于LLM+向量检索的铁路商品分类识别系统，支持单条识别和Excel批量识别
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Mar 2, 2026 - Python
[FRANCAIS]Étude comparative de 10 méthodes d'extraction de features pour e-commerce de luxe | [ENGLISH] Comparative study of 10 feature extraction methods (vision + NLP) for luxury e-commerce classification
data-science machine-learning natural-language-processing text-analysis feature-extraction image-analysis comparative-analysis multimodal-learning product-classification
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Jan 27, 2026 - Jupyter Notebook
Classification de produits avec leurs images et leurs descriptions.
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Mar 10, 2023 - Jupyter Notebook
A clean, modular, and ML-powered pipeline for grouping and classifying electronic product listings (Laptops & TVs) from noisy vendor specifications using SBERT embeddings, threshold tuning, and confidence scoring. Includes advanced insights, bundle detection, and optional bonus challenges.
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Sep 16, 2025 - Python
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May 2, 2021 - Jupyter Notebook
RAG assisted LLM tool and vector embeddings creator for AI enrichment pipeline, to assign GS1 standard categories into messy product data. Fully configurable and adaptable to various tools. Version 2 of the product classifier.
python jinja2 pipelines yaml-configuration product-classification rag vector-database llm ai-enrichment
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Mar 18, 2026 - Python
AI-powered product classification system using Keras and TensorFlow with multilingual support
multilingual python nlp machine-learning ai deep-learning tensorflow keras transformers quickstart product-classification
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Aug 14, 2025 - Python
Deep Learning for product classification with NLP
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Jul 3, 2020 - Python
Identification of fashion products using deep learning
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Dec 8, 2022 - Jupyter Notebook
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