Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）
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Mar 23, 2021
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classfication
Here are 50 public repositories matching this topic...
CTR Prediction on PyTorch
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Sep 2, 2019 - Python
Pytorch implementation of VGG16 on CIFAR-10 | 90% accuracy
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May 21, 2023 - Jupyter Notebook
skin deep-learning cnn-keras skin-detection classfication cnn-classification skin-cancer disease-prediction
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Mar 23, 2019 - Jupyter Notebook
Hyperspectral image Processing and Classification. This repository provides my solution for Project assignment for the course of Machine Learning and Computational Statistics for the MSc in Data Science at Athens University of Economics and Business.
python processing image sklearn spectral lasso naive-bayes-classifier knn squares lasso-regression knn-classification hsi bayesian-classifier euclidean-distances classfication knn-classifier least unmixing spectral-bands spectral-signatures
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Aug 21, 2020 - Jupyter Notebook
This project scrapes IMDb's Top 250 movies to gather extensive user reviews, stored in a CSV file for analysis. It includes a machine-learning pipeline and neural network model to classify sentiment and predict ratings from textual reviews, providing insights into audience opinions.
python machine-learning scraping selenium data-analysis classfication erdiagram streamlit streamlit-dashboard streamlit-webapp
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Jul 18, 2024 - Jupyter Notebook
Classificação de dados usando redes neurais, usando Keras e Colab.
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Jan 27, 2021 - Jupyter Notebook
RestNet-50 Model using Tensorflow
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Apr 9, 2018 - Python
Classification with Clonal Selection Algorithm (CLONAX)
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Sep 6, 2019 - MATLAB
Simple machine learning model using scikit-learn
machine-learning random-forest svm scikit-learn voting regression adaboost knn decision-tree multinomial-naive-bayes bagging classfication gridsearchcv discriminant-analysis gaussian-naive-bayes
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Dec 14, 2023 - Python
A complete machine learning pipeline for detecting credit card fraud, including data cleaning, feature engineering, model comparison, evaluation, SHAP explainability, and custom scenario simulations.
python data-science machine-learning random-forest numpy scikit-learn pandas xgboost logistic-regression imbalanced-data smote fraud-detection anomaly-detection classfication
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Dec 18, 2025 - Python
CPML: Category Probability Mask Learning for Fine-Grained Visual Classification
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Aug 18, 2023 - Python
Steam is a video game digital distribution service with a vast community of gamers globally. A lot of gamers write reviews at the game page and have an option of choosing whether they would recommend this game to others or not. However, determining this sentiment automatically from text can help Steam to automatically tag such reviews extracted …
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Oct 9, 2020 - Jupyter Notebook
A churn bank model that classify the customers if they stop dealing with the bank or not
customer-retention data-science machine-learning university tech sklearn cross-validation project banking pyhton feature-engineering predictive-modeling churn-prediction imbalanced-data random-forest-classifier classfication grid-search-cross-validation 3rd-year gaza-strip gridsearch-cv
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Jul 26, 2025 - Jupyter Notebook
AI-powered customer churn prediction system with explainable AI (SHAP), interactive dashboard, and conversational insights using LLMs.
python data-science machine-learning dashboard numpy pandas seaborn matplotlib classfication shap customer-churn llm explanable-ai
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Mar 29, 2026 - Jupyter Notebook
NLP Classification and Clustering with spam SMS dataset
clustering seaborn naive-bayes-classifier nlp-machine-learning classfication gridsearchcv sgd-classifier linearsvc tfidf-vectorizer svc-svm
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Sep 24, 2021 - Jupyter Notebook
A lightweight deep learning framework based on PyTorch
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Oct 26, 2026 - Python
Spam Text Classification using Machine Learning Models
python nlp data-science machine-learning tensorflow text scikit-learn classification nlp-machine-learning svm-classifier random-forest-classifier classfication nlp-deep-learning
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Aug 9, 2022 - Jupyter Notebook
R implementation of K Nearest Neighbors & Dynamic Time Warping
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Mar 4, 2020 - R
Leaf classification with differnt classifier algorithms
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Oct 16, 2018 - Jupyter Notebook
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