🚀高精度生活垃圾分类系统：YOLOv5 层级架构深度魔改，支持 265 种垃圾细分类与四大归属类联合预测。
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Mar 11, 2026 - Python
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hierarchical-classification
Here are 56 public repositories matching this topic...
A hierarchical machine learning framework using Random Forest to classify cancer cell line lineage and subtype from pan-cancer proteomic maps. Demonstrates high-dimensional data preprocessing, EDA (PCA/t-SNE/UMAP), and biomarker identification.
python machine-learning bioinformatics random-forest proteomics cancer-research random-forest-classifier hierarchical-classification
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Feb 19, 2026 - Python
Advanced sentiment analysis on 70,000 Amazon reviews using ensemble NLP models. Combines Unigram, Bigram, TF-IDF, and Hierarchical Naive Bayes with adaptive voting. Achieves 97.74% accuracy (96.6% ensemble). Features n-grams, sentiment lexicons, negation handling. Python, scikit-learn, NumPy, Pandas.
python nlp data-science machine-learning natural-language-processing sentiment-analysis text-classification naive-bayes scikit-learn ensemble-learning tf-idf feature-engineering multinomial-naive-bayes amazon-reviews hierarchical-classification
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Feb 13, 2026 - Jupyter Notebook
Reliable Hierarchical Operating System Fingerprinting via Conformal Prediction
machine-learning deep-learning operating-system cybersecurity fingerprinting uncertainty-quantification network-security conformal-prediction hierarchical-classification
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Feb 12, 2026 - Jupyter Notebook
classiflow – complex classifications made easy Open-source. AI-assisted. User-friendly. Built for ISCO, ISIC, COICOP, and beyond.
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Feb 3, 2026
ResNet-based hierarchical classifier for hair curl types (3 types x 3 subtypes) integrated with BiSeNet segmentation.
computer-vision deep-learning imagenet image-classification resnet transfer-learning semantic-segmentation hierarchical-classification bisenet fine-tuning-computer-vision
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Jan 18, 2026 - Python
HiGeC: Hierarchy Generation and Classification Framework
gc hierarchical-clustering multiclass-classification lcl lcn hierarchical-classification xgboost-classifier local-classifier-per-parent-node lcpn data-driven-class-hierarchy-generation local-classifier-per-level
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Dec 15, 2025 - Python
Hierarchy-Exploiting Ensembles for Improved Multi-Class Classification
python benchmarking machine-learning automation deep-learning classification ensemble-learning openml multi-class-classification hierarchical-classification computational-efficiency class-hierarchy-generation hierarchy-exploitation
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Nov 24, 2025 - Python
HG4TS_SSF: Hierarchy Generation for Time Series using Stochastic Splitting Functions
quant time-series-classification divisive-clustering hierarchical-classification ucr-archive minirocket hierarchy-generation class-hierarchy-induction stochastic-splitting-functions cfire classifier-guided-splitting
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Nov 20, 2025 - Python
ORACLE - The first hierarchical deep-learning model for real-time, context-aware classification of the LSST alert stream
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Oct 22, 2025 - Jupyter Notebook
Hierarchical classification of marine life using deep learning. The project leverages PyTorch and EfficientNet to predict the most confident taxonomic level from image data, with a custom loss function and fallback inference for improved taxonomic accuracy.
computer-vision deep-learning pytorch image-classification marine-biology hierarchical-classification efficientnet custom-loss
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May 25, 2025 - Jupyter Notebook
Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024
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Mar 25, 2025 - Python
A real-time American Sign Language (ASL) recognition system
deep-learning python3 pytorch resnet convolutional-neural-networks opencv-python hierarchical-classification mediapipe mediapipe-hands signlanguagerecognition cvzone
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Mar 25, 2025 - Jupyter Notebook
Code for the paper "Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification" acepted in DSAA 2024
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Mar 18, 2025 - Python
Code for the paper "Label hierarchy alignment for improved hierarchical text classification" acepted in 2023 IEEE Bigdata
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Mar 18, 2025 - Python
A project to automate product categorization for Digikala items into hierarchical categories using ParsBERT for text encoding and a classification model.
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Mar 5, 2025 - Jupyter Notebook
PyEDCR is a metacognitive neuro-symbolic method for learning error detection and correction rules in deployed ML models using combinatorial sub-modular set optimization
data-science machine-learning meta computer-vision deep-learning logic artificial-intelligence logic-programming multi-label-classification metacognition military-vehicles error-detection-correction submodular-optimization neuro-symbolic-learning hierarchical-classification rule-learning noise-tolerance vision-transformer neuro-symbolic-ai dino-v2
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Feb 19, 2025 - Python
Vision-Language Models Toolbox: Your all-in-one solution for multimodal research and experimentation
deep-learning transformers pytorch deep-learning-library clip multi-granularity-dataset vision-framework multimodal-learning vision-and-language multimodal-deep-learning multimodal-datasets hierarchical-classification zero-shot-classification vision-language-transformer prompt-tuning soft-prompt-tuning
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Feb 16, 2025 - Jupyter Notebook
Classtree is a hierarchical classifier for images or text.
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Sep 6, 2024 - Python
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