ml-lab-sau/Low-rank-label-subspace-transformation-for-multi-label-learning-with-missing-labels

The proposed method captures local and global correlations using Low Rank label subspace transformation for Multi-label learning with Missing Labels (LRMML). The model considers an auxiliary label matrix which facilitates the missing label information recovery.

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cissagatto/R_MultiLabel_Csv2Arff

This code converts CSV file in an ARFF file correctly for a multi-label dataset

Language: Java - Size: 30.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

matsujju/Multi_Tag_Prediction

This is the repo for MultiTag Predictive Model built as WebApp

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Gaurav0502/retina-multilabel-classification

Retina Disease Detection using Ensemble methods for Multilabel Classification

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alessiococchieri/human-values-detection

This GitHub repository presents our solution to Touché 2023 Task 4: Human Value Detection, a multilabel text classification task. We fine-tuned transformer architectures like BERT, RoBERTa, and XLNet to classify whether or not a given argument draws on a human value category.

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wogkr810/Dacon_Sentence_Type_Classification

성균관대학교 | [데이콘]문장 유형 분류 AI 경진대회

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Francesco-Sovrano/Deep-Learning-Based-Multi-Label-Text-Classification-of-UNGA-Resolutions

Deep Learning Based Multi-Label Text Classification of UNGA Resolutions

Language: Python - Size: 2.91 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

rbrtjwrk/SDGs_many_BERTs

Train multiple mBERT models for binary classification and deploy them for multiclass-multilabel classification.

Language: Python - Size: 226 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 2

ion-bueno/distilbert-from-inside

Master Thesis in Big Data Analytics.

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ProsperChuks/Amazon-Deforestation-from-Space

Using the Convolutional Neural Network algorithm to label satellite image chips with different atmospheric conditions

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HamzaG737/multi-label-URL-classification

multi-label url classification

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pranshu1921/Stackoverflow-Tag-Predictor

A multi label classification, keyword extraction problem to identify and suggest Stackoverflow keywords.

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kesari007/Toxic-Comment-Classification

Multilabel classification of comments based on their toxicity.

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NatLibFi/Annif-LLMs4Subjects

Work for participating to SemEval25 Task 5 - LLMs4Subjects - with Annif

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emrulk1/AI-ML-Data-Science-Practice

This repository contains codes related to my AI , Machine learning, Deep Learning and data Science practice for courseworks and self learning.

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Varuni13/Meesho_Attributes_Predictions

a Python-based solution for multi-label image classification using MobileNetV2 for feature extraction and Random Forest for attribute prediction. Includes custom data preprocessing, feature engineering, and a structured pipeline for reproducibility

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priyaasuresh/Multi-label-text-classification-using-graph-convolution-network

This project aims at carry out a multi label text classification process with the help of node classification and by utilizing graph convolution network (GCN).

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Purushothaman-natarajan/Yoga_Pose-Image-Classification

This repository offers a robust solution for multilabel image classification. Utilizing advanced neural networks like VGG16, VGG19, ResNet50, InceptionV3, DenseNet121, and MobileNetV2, the project achieves precise classification across 107 diverse categories.

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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.

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jarif87/Movie-Tvshow-Genre-Classification

Building a Multilabel Movie and TV Show Classifier with Blurr

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elskow/hanacaraka-classifier

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

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KGhosh-bot/BERT-Harmony-Elevating-Human-Values-Classification-in-Textual-Arguments

This project addresses the Human Value Detection Challenge, where the objective is to classify, given a textual argument and a human value category, classify whether or not the argument draws on that category.

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RuochenT/transformer_hybrid

This study aims to investigate the effectiveness of three Transformers (BERT, RoBERTa, XLNet) in handling data sparsity and cold start problems in the recommender system. We present a Transformer-based hybrid recommender system that predicts missing ratings and ex- tracts semantic embeddings from user reviews to mitigate the issues.

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rompoggi/MCTS_ClassifierChain

Implementation of the MCTS algorithm for Classifier Chains.

Language: Python - Size: 44.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

cissagatto/jaccard

This code generate partitions for a multilabel dataset using the Jaccard Index similarity measure. We use HCLUST with 6 linkage metrics to generate several partitions. You may build the partition with the highest coefficient. This code also provide an analysis about the partitioning.

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sdarjunwadkar/Google-Quest-Multilabel-Classification

Google's CrowdSource team collected data on subjective question-answering aspects from various websites to develop predictive algorithms, aiming to make Q&A systems more human-like in their responses.

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DanniRodrJ/milling-machine_failure-prediction

Machine Learning aplicado al mantenimiento predictivo. Se realizaron 2 modelos: 1 por medio de clasificación binaria que predice si una máquina fresadora estará en riesgo de fallar o no, y el 2 modelo a través de clasificación multiclase que predecirá el modo de falla

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cissagatto/MultilabelPerformanceEvaluationMeasures

This code shows how to compute the measures of multi-label classification hand in hand.

Language: R - Size: 426 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

cissagatto/rogers

This code generate partitions for a multilabel dataset using the Rogers-Tanimoto similarity measure. We use HCLUST with 6 linkage metrics to generate several partitions. You may build the partition with the highest coefficient. This code also provide an analysis about the partitioning.

Language: R - Size: 314 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

cissagatto/R-CLUS-HMC

This code executes the CLUS algorithm in an R script.

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cissagatto/HPML-J

This code is a part of my doctoral research at PPG-CC/DC/UFSCar. HPML-J is the name of the first experiment carried out: Hybrid Partitions for Multi-Label Classification with index Jaccard.

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drtiwari/Indoor-Positioning-using-WiFi-Machine-Learning-for-Industry-5.0

Wifi based Indoor Localization system utilizing Wi-Fi Fingerprinting Technique - AI/ML Approach

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nicobenz/GameStudies-SteamPredictions

Repository for my project report for Computational Game Studies in SoSe 2023

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MYTE21/TC.Video.Game

MultiLabel Video Game Genre Classification.

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kawthar-eltarr/Wine-Recognition

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mrapp-ke/ExampleWiseF1Maximizer

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

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emilelampe/maestros

Multi-label stratified splits, while preserving group independence. Includes a stratification chart and report.

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licksylick/multilabel_person_train_classification

Multilabel classification of persons and trains using finetuned Resnet and Efficientnet architectures

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kostistsaprailis/kaggle_research_paper_classification_challenge

The code for my models for a private machine learning Kaggle competition

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parham1998/CNN_Image_Annotaion

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

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Mesut-Bilgin/Hotel-Reviews-Classifier

515k Hotel reviews classifier with bidirectional lstm

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SheezaShabbir/MultiTaskLearning-Multi-label-Classification-using-CNN-

Training a new classification network which should tell the identity label of an image and also be able to classify: ● Gender as Male/Female ● Wearing Glasses/ Not Wearing Glasses ● Smiling/ Not Smiling ● Wearing hat/ not wearing hat ● young/old. As we need 5 outputs from a single input. The custom CNN model consists of NN architecture with 5 heads return my the model. My model performance in Multilabel classification task is totally remarkable.

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KelvinLam05/toxic_comment_classification

Build a multi-headed model that’s capable of detecting different types of of toxicity like threats, obscenity, insults, and identity-based hate.

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Viditagarwal7479/Genre-and-Gender-detection-of-cloths

To automate the process of labelling the clothing images as Ethnic/Western and Male/Female which were manually entered while cataloging.

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hominee/multilabel

A old fashion multi-label classification model embeded with bert even for large dataset

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peterofson/CNN_Movie_Classification

Multi Label Image Classification to Identify Movie Genres

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muberraozmen/simplyMLC

Transformer for Multilabel Classification

Language: Python - Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Sivler9/explainableIngredient2DishClassifier

Use of ShapBackprop to classify dishes based on their ingredients.

Language: Python - Size: 45.9 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

vipul-shinde/toxic-comment-classification

Toxic Comment Classifier Web App deployed using Flask and AWS.

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vishvapalsinh/Patent-classification

Classifying a patent using an AI at subclass level (600+ labels) - Multilabel classification

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saeu5407/image_MTL

Multi-task 실습을 하며 Multiclass, Multilable 과 비교

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tagtog/BBC-News-Dataset

🍃BBC-News-Dataset in anndoc (tagtog) format

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mustafahakkoz/LISH-MOA Fork of Aysenuryilmazz/LISH-MOA

ML Course Term Project: A solution for multilabel classification problem (207 targets) with huge dimensions (876 columns) of a medical dataset.

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Heryhelder/book_genres_analysis

Get book genres based on it's description

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Af4rinz/movie-genre-calssifier

Determining movie genres based on synopses, using various NLP methods.

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Pushpendra9350/Stackoverflow-Tag-Predictor

This is a web-based application in which we are solving a Multilabel classification problem. Here we need to enter the StackOverflow question title and description and it will predict tags for the questions.

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CadmusFlux/AskReddit_Bot

The original intent of making this app was to use Machine Learning (MBinarizer) to understand the questions in order to predict the upvotes a new post will get on the Ask_reddit subreddit.

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nadhirfr/medical_transcript_keyword_extract

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

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jomariya23156/fashion-shop-images-classification

Multi-class and multi-label images classification for fashion shops

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Soha85/Multi-EmotionTweetsClassification

Multilabel Emotion Classification and on SEMEVAL2018 Task E-c and NRC lexicons

Language: Python - Size: 24.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

rupaltotale/Movie-Genre-Predictor

A data science project that uses machine learning to predict genres of movies

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mamitiana/image-clef2017-Multilabel-classification

in this repository , we present a method to automatically associate UML concepts with medical images. Our method is based on transfer learning from resnet50 model with the framework

Language: Python - Size: 16.9 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

saurabhkm/multilabelClassification

Semantic Consistency driven Contrastive Multi Label Image Classification

Language: Python - Size: 12.7 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

ankit013/Text-Classification

Text Classification using ML algorithms

Size: 21.7 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

infinitylogesh/Multilabel-Transformers

A repository to finetune transformers on a multilabel classification task ( based on transformers library ).

Language: Python - Size: 13.7 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

gargsuraj12/Competitive-Programming-Problem-Tag-Classification

A Repo for SMAI final project

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ethanhezhao/BMLS

The code of BMLS in AISTATS 2018

Language: C - Size: 985 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

admirable-ubu/early-im-fault-diagnosis Fork of mjuez/early-im-fault-diagnosis

🧠 A model for early detection of multiple faults in induction motors based on the use of PCA and multilabel decision-trees

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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.

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bashish101/textclassification

Multi-label text classification in Keras

Language: Python - Size: 7.81 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

flixpar/ProteinAtlasClassification

Code for Kaggle's Human Protein Atlas Image Classification competition

Language: Python - Size: 66.4 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Kyziridis/Toxic-Comment-Classification-Challenge

Identify and classify toxic online comments using NLP and Machine-Learning algorithms

Language: Python - Size: 50.5 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

SKRohit/Deep_Neural_Networks

Implementation of different neural networks with analysis of nn models on different hyper-parameters.

Language: Python - Size: 1.23 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

rajatdv/Kaggle-Toxic-classifier

This a part of Kaggle Competion, Toxic Comment Classification Challenge by Jigsaw .This was a multilabel classification challenge.This code is a improved version of my submission in the competion.

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satvikshetty04/DataScienceCompetitive

Just some Data Science challenges that I have participated in

Language: Python - Size: 1.54 MB - Last synced at: 30 days ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 2

cissagatto/GlobalPartitions

This code is part of my PhD research. The aim is built and validate global partitions for multi-label classification

Language: R - Size: 55.4 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

SuneshSundarasami/Multilabel-Toxicity-Detection-Using-Classical-RNN-and-Transformer-Architectures

End-to-end ML workflow for multi-label toxic comment detection using NLP. Implements advanced text preprocessing, multi-label vectorization, and models (Logistic Regression, RNNs, Transformers). Includes scripts for data cleaning, training, and per-label metrics.

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cissagatto/HPML.CC

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

Language: Python - Size: 51.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

mlojek/bayesian-classifier-chain

Bayesian Chain Classifier for multi-label classification task.

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PRITHIVSAKTHIUR/Multilabel-Portrait-SigLIP2

Multilabel-Portrait-SigLIP2 is a vision-language model fine-tuned from google/siglip2-base-patch16-224 using the SiglipForImageClassification architecture. It classifies portrait-style images into one of the following visual portrait categories:

Language: Python - Size: 10.7 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

cissagatto/TcpKnnH

Test the best hybrid partition generated by hierarchical community detection methods wiht k-NN sparsification using Clus Framework

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cissagatto/TcpKnnNh

Test the best hybrid partition generated by non hierarchical comunity detection methods, and k-NN sparsification, using Clus Framework.

Language: R - Size: 25.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

cissagatto/TcpTrH

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

Language: R - Size: 26 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

cissagatto/TcpTrNh

Test the best hybrid partition generated by non hierarchical comunity detection methods, and threshold sparsification, using Clus Framework.

Language: R - Size: 25.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

cissagatto/GeneratePartitionsCommunities

Generates hybrid partitions using community detection methods.

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Mulk-Raj-Dwivedi/Safe

Deep Learning Projects

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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).

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nirajvishwakarma3011/StackOverflow-Multilabel-Tag-Predictor

Predicting Stack Overflow tags using multi-label classification and NLP techniques.

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Human-Disease-Blood-Atlas/IGTM_SCAPIS_multilabel_classification

Multi-label classification of cardiometabolic diseases using plasma proteomics data from IGTM and SCAPIS cohorts.

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ibnkir/bank-recsys-project

Bank Products Recommender System, Author: Kirill N.

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Eleven1Liu/LibMultiLabel-Old-Archive Fork of ASUS-AICS/LibMultiLabel-Old-Archive

A library for multi-label text classification test ..

Language: Python - Size: 1.07 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

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.

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mrkomoruyi/Sentiment-Multilabel-Classification

Multilabel Sentiment Classification using BERT.

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mriya98/ViTforImbalancedData

Enhancing Visual Learning for Limited Data in Disease Diagnosis: Leveraging the power of vision transformers to learn useful features and using them with a custom classifier

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cissagatto/Plot_HPML

This code plots the hybrid partitions and is part of my PhD Thesis. However, you can use this code to plot any data partition. It is very useful to visualize the label clusters, which differ from the instance clusters.

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Muhammad-Talha4k/hs_code_classification_api_with_fast-flask

This repository contains a HS code classification API'S built using FastAPI and Flask. The API provides endpoints for making predictions using trained machine learning models.

Language: Python - Size: 44.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 2

JChander/DeepMiR2GO

DeepMiR2GO: Inferring Gene Ontology Function of Human MicroRNAs based on a deep multi-label classification model

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gift-exe/MultiLabel-Encoding

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

Language: Jupyter Notebook - Size: 1.33 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Vindhyaa-Saravanan/ChestMultiVision

ChestMultiVision harnesses a ResNet50V2 architecture, trained on the Chest X-ray-14 dataset. It predicts six different findings detectable on chest x-rays, that are: Atelectasis, Effusion, Infiltration, Mass, No Finding, and Nodule.

Language: Python - Size: 96.2 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

orestasdulinskas/steel_plate_defect_prediction

The Steel Plates Faults dataset project utilizes machine learning to enhance quality control in steel manufacturing, aiming to develop models for efficient fault detection and classification. This initiative promises to improve productivity and reduce costs, ensuring the delivery of high-quality steel products to meet industry demands.

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0