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
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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
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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
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
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
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
Classification de produits avec leurs images et leurs descriptions.
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Mar 10, 2023 - Jupyter Notebook
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May 2, 2021 - 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
CentraleSupelec/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
Deep Learning for product classification with NLP
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Jul 3, 2020 - Python
[FRANCAIS]Etude comparative de 10 methodes 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
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
Identification of fashion products using deep learning
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Dec 8, 2022 - Jupyter Notebook
NCM (Nomenclatura Comum do Mercosul) codes, their descriptions and hierarchy in formats easy to parse.
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Jan 11, 2022 - Python
Fine-tuned DistilBERT model for classifying e-commerce product descriptions into categories.
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Aug 28, 2025 - Jupyter Notebook
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