https://github.com/mlr-org/mlr

Machine Learning in R

classification clustering cran data-science feature-selection hyperparameters-optimization imbalance-correction learners machine-learning mlr multilabel-classification predictive-modeling r r-package regression stacking statistics survival-analysis tuning tutorial

Last synced: 14 May 2025

https://github.com/trent-b/iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

cross-validation multilabel multilabel-classification scikit-learn stratification

Last synced: 15 May 2025

https://github.com/sergioburdisso/pyss3

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

artificial-intelligence data-mining document-categorization document-classification early-classification explainable-artificial-intelligence interpretability interpretable-machine-learning interpretable-ml machine-learning machine-learning-algorithms multilabel-classification natural-language-processing nlp sentence-classification ss3-classifier text-classification text-labeling text-mining xai

Last synced: 15 May 2025

https://github.com/skyduy/CNN_keras

CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）

captcha cnn-keras machine-learning multilabel-classification pytorch-cnn

Last synced: 07 May 2025

https://github.com/natlibfi/annif

Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.

annif annotation-tool classification code4lib connexion flask-application glam machine-learning multilabel-classification python rest-api subject-indexing text-classification

Last synced: 04 Apr 2025

https://github.com/lonepatient/torchblocks

A PyTorch-based toolkit for natural language processing

advertising bert multilabel-classification named-entity-recognition nlp pytorch relation-classification siamese-network text-classification text-similarity transformers triplet-loss

Last synced: 07 Apr 2025

https://github.com/Dru-Mara/EvalNE

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

benchmark benchmark-framework data-mining evaluation graph-algorithms graph-api graph-embedding graph-representation-learning graphs library link-prediction multilabel-classification network-embedding network-reconstruction networks node-classification python representation-learning research-tool sign-prediction

Last synced: 01 May 2025

https://github.com/elijahcole/single-positive-multi-label

Multi-Label Learning from Single Positive Labels - CVPR 2021

computer-vision cvpr cvpr2021 deep-learning missing-labels multi-label-classification multilabel-classification

Last synced: 13 Apr 2025

https://github.com/natlibfi/annif-tutorial

Instructions, exercises and example data sets for Annif hands-on tutorial

annif code4lib glam machine-learning multilabel-classification open-educational-resources subject-indexing text-classification tutorial workshop

Last synced: 31 Jul 2025

https://github.com/orbxball/ml2017

2017 Spring (105-2) -- Machine Learning

cnn-keras dimensionality-reduction kaggle-competition linear-regression logistic-regression machine-learning multilabel-classification ntu recommendation recommender-system

Last synced: 18 Mar 2025

https://github.com/agrawal-rohit/stackoverflow-semantic-search

Word2Vec encodings based search engine for Stackoverflow questions

multilabel-classification natural-language-processing search-engine semantic-search word2vec

Last synced: 03 Mar 2026

https://github.com/soumyac1999/hyperbolic-label-emb-for-hmc

Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

hierarchical-classification hyperbolic-embeddings hyperbolic-label-embeddings multilabel-classification

Last synced: 14 Apr 2025

https://github.com/poteminr/agrocode2021

MultiLabel classification of cow diseases by text and symptoms recognition (NER)

multilabel-classification ner nlp rubert text-classification

Last synced: 13 Apr 2025

https://github.com/xksteven/multilabel-ood

Multilabel Out-of-Distribution Detection

multilabel-classification ood out-of-distribution-detection

Last synced: 26 Feb 2026

https://github.com/bbenligiray/pascal_voc2007_formatter

A tool to download and format PASCAL VOC 2007 dataset for multilabel classification

dataset-manager image-classification multilabel-classification pascal-voc

Last synced: 31 Aug 2025

https://github.com/natlibfi/fintoai

Finto AI suggests subjects for a given text. It's based on Annif, a tool for automated subject indexing.

annif classification code4lib glam multilabel-classification rest-api subject-indexing text-classification

Last synced: 26 Oct 2025

https://github.com/jaketae/auto-tagger

Fine-tuning and zero-shot learning with transformers to automatically tag my study blog posts

bart bert multilabel-classification nli nlp pytorch roberta tagging transformer zero-shot-learning

Last synced: 11 Oct 2025

https://github.com/fardinhash/multilabel-classification-llm

Multi-label classification using LLMs, with additional enhancements using quantization and LoRA (Low-Rank Adaptation). Get better performance on GPU.

bert-classification classification gpt-4 large-language-models llm mistral-7b multi-class-classification multi-label-classification multiclass-classification multilabel-classification t5 text-classification

Last synced: 04 Mar 2025

https://github.com/bbenligiray/ms_coco_formatter

A tool to download and format MS COCO dataset for multilabel classification

dataset-manager image-classification ms-coco multilabel-classification

Last synced: 08 Oct 2025

https://github.com/aahouzi/multilabel-skillset-prediction

Multilabel classification of skill sets based on a job description, and deployment in a web app using Flask and pythonanywhere.

deep-learning deployment-automation flask-api flask-application gru machine-learning multilabel-classification nlp recurrent-neural-networks text-classification

Last synced: 20 Mar 2025

https://github.com/bbenligiray/nus_wide_formatter

A tool to download and format NUS-WIDE dataset for multilabel classification

dataset-manager image-classification multilabel-classification nus-wide

Last synced: 07 Mar 2026

https://github.com/rizwanmunawar/covid-19-chest-x_rays-images-multi-class-classification-computer-vision-

Covid-19 chest x_rays images multi-class classification while classes are (COVID, Pneumonia, normal)

convolutional-neural-networks deep-neural-networks deeplearning fine-tuning image-classification multilabel-classification transfer-learning vgg-16

Last synced: 19 Jun 2025

https://github.com/haydenhigg/bengal

Easy-to-use Go implementation of the multinomial Naive Bayes classifier for multilabel text classification.

go golang machine-learning multilabel-classification naive-bayes naive-bayes-classifier text-classification text-classifier

Last synced: 28 May 2026

https://github.com/cissagatto/crossvalidationmultilabel

A code to execute and save cross-validation in multilabel classification

cross-validation machine-learning multilabel-classification r

Last synced: 28 May 2026

https://github.com/iamsdt/multilabelmovieposterclassification

Multilabel image classification to classify movie poster and find appropriate movie genre with movie poster. For this project tensorflow framwork is used for deep learning model. The model is converted into tf lite to reduce final model size. This is a complete project with server side code and also fronted. To deploy deep learning model, flask is used and deployed into heroku server. By using Flutter framework frontend web app is developed and deployed into firebase.

flask flutter flutter-web image-classification multilabel-classification tensorflow tflite

Last synced: 28 Jun 2025

https://github.com/mrapp-ke/mlrl-boomer

A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-Output Rules

gradient-boosting machine-learning multi-target-regression multilabel-classification multioutput-regressor rule-learning scikit-learn

Last synced: 10 May 2026

https://github.com/gaurav0502/retina-multilabel-classification

Retina Disease Detection using Ensemble methods for Multilabel Classification

bagging biomedical-image-processing boosting deep-learning ensemble-learning image-classification multilabel-classification python stacking tensorflow

Last synced: 09 May 2026

https://github.com/mrapp-ke/examplewisef1maximizer

A scikit-learn meta-estimator for multi-label classification that aims to maximize the example-wise F1 measure

machine-learning multilabel-classification scikit-learn

Last synced: 27 Apr 2026

https://github.com/antonio-f/multilabel-classification

Predict tags on StackOverflow with linear models - Week 1 assignment of Coursera's Natural Language Processing course from the Advanced Machine Learning Specialization.

bag-of-words logistic-regression multilabel-classification nltk-library one-vs-rest sklearn-library tfidf tfidf-vectorizer

Last synced: 30 Mar 2025

https://github.com/subh888999/stackoverflow-tag-predtiction

A machine learning-powered Streamlit app that predicts relevant Stack Overflow tags based on question content, using NLP and multi-label classification for accurate and real-time tag suggestions.

machine-learning matplotlib multilabel-classification nlp nltk pandas python sns stackoverflow-api statistics webscraping

Last synced: 08 May 2026

https://github.com/parham1998/cnn_image_annotaion

Implementation of some basic Image Annotation methods (using various loss functions & threshold optimization) on Corel-5k dataset with PyTorch library

asymmetric-loss binary-crossentropy convolutional-neural-networks corel-5k deep-neural-networks focal-loss image-annotation matthews-correlation-coefficient multilabel-classification pairwise-ranking pytorch resnet101 resnext tresnet xception-net

Last synced: 20 May 2026

https://github.com/xmen3em/mechanism-of-action-graduation-project-

We designed a web application capable of accurately predicting the MOAs of various pharmaceutical compounds. This project involved extensive research into drug interactions and computational modeling techniques, resulting in a user-friendly tool poised to revolutionize drug discovery and development processes.

artificial-neural-networks deep-learning machine-learning multilabel-classification nextjs nodejs

Last synced: 09 May 2026

https://github.com/jarif87/movie-tvshow-genre-classification

Building a Multilabel Movie and TV Show Classifier with Blurr

deep-learning multilabel-classification nlp python scraper text-classification transformer

Last synced: 21 Mar 2025

https://github.com/nadhirfr/medical_transcript_keyword_extract

A medical transcription keywords extractor. Extract the possible keyworde from the doctor's medical transcript.

keyword-extraction machine-learning medical-text-mining medical-transcript multilabel-classification

Last synced: 09 Apr 2025

https://github.com/elskow/hanacaraka-classifier

Multi-label Classification for Javanese Script (not a programming language)

image-classification multilabel-classification

Last synced: 13 May 2026

https://github.com/diovisgood/agrocode

Cow's diseases prediction from textual symptoms. My solution to the Agro Code competition (2021).

catboost multilabel-classification natural-language-processing nlp python sentiment-analysis transformer

Last synced: 29 Apr 2026

https://github.com/zeinhasan/multilabel-text-classification-bdc-unsyiah

Multilabel Text Classification Sentiment Analysis

multilabel-classification sentiment-analysis

Last synced: 11 Sep 2025

https://github.com/drkbluescience/anadoluhayatemeklilik_datathon_2024

Predictive model to classify life insurance products based on customer profiles and behavioral data, developed as part of a group project for the Anadolu Hayat Emeklilik Datathon 2024, where we achieved 5th place.

insurance lgbmclassifier multilabel-classification

Last synced: 04 Mar 2025

https://github.com/cissagatto/hpml.cc

This code is part of my Ph.D. research. The R script runs in parallel the CC made in python.

classification classifier-chains machine-learning multilabel-classification python r supervised-learning

Last synced: 19 May 2026

https://github.com/sachs7/aerial_multi_label_classifier

A DeepLearning model to classify aerial images which can identify multiple (predefined[labelled]) elements in it.

aerial-image-classifier classifier-model deeplearning deeplearning-ai fastai image-classification learning multilabel-classification

Last synced: 05 Jul 2025

https://github.com/chkla/multilabel-transformer

Tutorial on multilabel classification w/ Huggingface 🤗 and AdapterHub 🤖

huggingface-transformers multilabel-classification

Last synced: 22 Mar 2025

https://github.com/gift-exe/multilabel-encoding

Multilabel Encoding. Found out about this concept while checking out Alexey Grigorev's free ML course. Decided to explore it (^_^ )

classification encoding feature-extraction machine-learning multilabel-classification

Last synced: 20 Apr 2026

https://github.com/heet9022/guess-the-genre

A multi-label classification model that predicts genre of a movie by looking at its poster.

deep-learning fastai multilabel-classification resnet

Last synced: 26 Jul 2025

https://github.com/mlojek/bayesian-classifier-chain

Bayesian Chain Classifier for multi-label classification task.

bayesian-methods classification machine-learning multilabel-classification

Last synced: 23 Sep 2025

https://github.com/vinayakarannil/bert_multilabel_text_classification

An attempt to solve multilabel text classification problem using BERT encoder

bert bert-serving-server multilabel-classification nlp

Last synced: 18 Jun 2025

https://github.com/chiragsaini/nru-hse-nlp

Solution to Programming Assignments of NRU-HSE-NLP Course on Coursera

deep-learning machine-learning multilabel-classification nlp nlp-machine-learning python

Last synced: 25 Apr 2026

https://github.com/cissagatto/tcptrh

Test the best hybrid partition generated by hierarchical community detection methods wiht threshold sparsification using clus framework

community-detection-methods complex-networks hybrid-partitions label-clusters label-partitions multilabel-classification

Last synced: 28 May 2026

https://github.com/cissagatto/multilabelsimilaritiesmeasures

Compute similarities measures (categorical data) for all labels in label space for a multilabel dataset

binary-coefficients categorial-data label-space machine-learning multilabel-classification multilabel-partitions partitions similarities-coefficients similarities-measures

Last synced: 28 May 2026

https://github.com/kemalcanbora/serverless-ml-carbon-tracking

Let's calculate your ML projects Carbon Emission using AWS Fargate

aws-fargate carbon-emissions multilabel-classification nltk

Last synced: 05 Oct 2025

https://github.com/alexvpickering/clus

clus + multi-threading

multilabel-classification multithreading parallel

Last synced: 14 Oct 2025

https://github.com/maryamyazdi/news_transcriptions

deep-learning multilabel-classification nlp python-dictionaries

Last synced: 15 Oct 2025

https://github.com/jarif87/movie-tv-genre-detector

Building a Multilabel Movie and TV Show Classifier with Blurr

deep-learning multilabel-classification nlp python scraper text-classification transformer

Last synced: 13 May 2026

https://github.com/ayulockin/humain_faceless

Detect faces in an image and give prediction about the age, ethnicity and emotion of that face.

deeplearning face-detection image-processing keras mtcnn-face-detection multiclass-classification multilabel-classification opencv tensorflow

Last synced: 16 Apr 2026

https://github.com/queirozfcom/auto-tagger

multilabel-classification natural-language-processing text-classification word-embeddings

Last synced: 01 Mar 2026

https://github.com/deutsche-nationalbibliothek/casimir

Comparing Automated Subject Indexing Methods in R

code4lib glam information-retrieval metrics multilabel-classification rstats rstats-package subject-indexing xmlc

Last synced: 02 Mar 2026

https://github.com/ignacioct/morphcompleteproject

Repo for the back translation project done as a COMPLETE project for Computational Morphology. We use back translation techniques to create synthetic data for training morphological inflection systems in the Danish language.

inflection morphology multilabel-classification nlp transformers

Last synced: 22 Apr 2026

https://github.com/shoaib-33/multilabel-tv-series-classifier

A project based on text classification classifying different genres of TV Series based on short plot description

huggingface-transformers multilabel-classification natural-language-processing render text-classification webscraping

Last synced: 06 Jun 2026

https://github.com/mdtanvirhossaintusher/qa_classifier

A multi-label text classifier that can classify 69 different programming related question category based on question description.

blurr flask gradio huggingface multilabel-classification natural-language-processing render text-classification

Last synced: 06 May 2026

https://github.com/virginioc/filtro-anti-hater-social-network

Modello di Deep Learning, sviluppato in Python con Keras, per automatizzare la moderazione dei commenti tossici su un forum, classificandoli in sei categorie di tossicità (classificazione multilabel).

keras lstm-neural-networks multilabel-classification nlp

Last synced: 09 May 2026