deepakpandita57/Intent_Detection

Predict intent from user queries

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saman-nia/MultiClass-Classification

Deep Learning VS. Machine learning

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mpaques269546/codebrim_challenge

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flsing/machine-learning

Andrew Ng's Machine Learning Course

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gauravexp261/Digit-Recognizer-project

Digit Recognizer

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nina-prog/richters-predictor-modeling-earthquake-damage

Multi-class classification pipeline to predict earthquake damage as part of the Data Science Lab 2023 at KIT (Karlsruher Institute of Technology, Phase I. We won the internal course competition with an MCC test score of 0.535.

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L98S/weather_image_classification

this project aims work on exploratory data analysis to understand the dataset, developing a multi-class classification model to identify weather conditions, and creating an API to make the model usable in real-world applications.

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dilarakarabey/customer-device-prediction

Multi-class classification with deep learning in order to predict device categories of e-commerce customers.

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DPershall/Computer_Vision_System_Dry_Beans

This data set is provided by the UCI Machine Learning Repository at the following web address. https://archive.ics.uci.edu/ml/datasets/Dry+Bean+Dataset

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cristinelpopescu/ml-services-in-healthcare

Development of a companion application to help medical staff in more efficient segmentation of brain tumors and its sub-regions from mri images, including patient survival prediction.

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DhanaShravya/Wine-clustering-and-classification-using-ML

Wine Classification using Machine learning algorithms

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nataliakoliou/ML-Ciphertext-Decryption-Algorithm

SVM-based decryption tool for ciphertexts, encrypted using randomly generated mixed-ciphertext alphabets

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muhammadravi251001/medical-text-classification

Code for a multi-label text classification model for medical inquiry documents using an ensemble learning approach: specifically Boosting.

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KianaLia/ml-algorithms

A set of ML algorithms implemented in MATLAB

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samyukthababu/music-genre-classification

Multi-class classification of images and audio files using Deep Learning

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samyukthababu/dog-breed-classification

Multi-class classification of dog images using pre-trained VGG16 model

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NamrataThakur/Personalised-Cancer-Classification

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Simrankumaran/covid_mindsdb_analysis

Covid data analysis using Logistic regression

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omniaalwazzan/Pytorch-Clssification-models

Models for multi-class classification implimented in pytorch

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cwwdaniel/invoice-text-classification

Semantic Enrichment, Data Augmentation and Deep Learning for Boosting Invoice Text Classification Performance: A Novel Natural Language Processing Strategy

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AnuragMishra2311/225-Bird-Classification

CNN to classify birds belonging to 225 classes using transfer learning.

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MahindaMK/Specificity-Sensitivity-and-Precision-for-multi-class-classification-problems

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Luisrosario2604/Pattern-recognition-2

Multi-class classifier with only 2 features for MNIST Database.

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Luisrosario2604/Pattern-recognition-3

Construct a multi-class classifier with 50+ features

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Luisrosario2604/Pattern-recognition-4

CNN (Convolutional Neural Network) for 4 types of images

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Amirnaderiy/CNN_ViT

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shejz/AI-for-Medicine

Applying AI to medical use cases: Diagnoses of lung and brain disorders, Building risk models and survival estimators for heart disease via RF, and Using NLP to extract information from radiology reports.

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Sambonic/vogue_insight

Experimental project that utilises a multi-class classification model to predict and categorise MNIST's fashion dataset

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jsromerop/ML_Stanford_MC_Classification_NeuralN

This is my learning projects from Machine Learning Stanford by Andrew Ng

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guptaaniket261/Machine-Learning-Assignments

Assignments in Machine Learning Course (COL774)

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ceylanmesut/Federated-Learning-for-Respiratory-Disease-Classification-from-Audio-Recordings-in-Pandemic-Scenario

Federated Learning for Respiratory Disease Classification from Audio Recordings in a Pandemic Scenario

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LetsonXD/CS5014-Machine-Learning

This folder contains two Machine Learning projects.

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szrlee/Distributed-Multi-Label-Continual-Learning

This is a distributed training framework for continual and incremental learning for multi-label multi-class image tasks

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superboySB/SparkDocumentClassifier

Text-Classifier by SparkML

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chen0040/java-adaptive-resonance-theory

Package provides java implementation of algorithms in the field of adaptive resonance theory (ART)

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Popseli/Image-Multiclass-Classification-with-Transfer-Learning

This project evaluates and compares the prediction performances of various state of art pre-trained image classification models in classifying 5 types of flowers.

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martinsenz/MultiClassAcsCertificates

Supplementary material for a paper at IAL 2022

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farkoo/CNN-Fashion-MNIST-Keras

Fashion MNIST dataset Classification using Convolutional Neural Networks.

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kelvinjuliusarmandoh/dog_vision

Transfer learning for predicting dog breed images classification

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barzansaeedpour/transfer-learning-for-multi-class-classification-CIFAR-10

Performing multi-class classification on the CIFAR-10 dataset using transfer learning

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heisenberg141/Deep-Learning-from-scratch

In this repository, I have showcased implementation of deep learning methodologies and architectures using Python and Numpy

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deepankarvarma/Ratings-Prediction-from-Reviews-Using-Classification

This repository contains the code for a rating review classification project that was submitted for the Kaggle Wars competition hosted by ACM Thapar. The project aims to classify reviews based on their rating, using data pre-processing and a convolutional neural network (CNN) model.

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samtwl/Machine-Learning

This repository contains several machine learning projects done in Jupyter Notebooks

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AshiniAnantharaman/Classification_of_Refactoring_Types

This is a Natural Language Processing project which is used to classify the 6 method level refactoring types from the commit messges in github

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sandani98/DataStorm-4.0

This repository was created for the Storming Round of DataStorm 4.0

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jamnicki/yoga-pose-ensemble-clf

University course project: Machine learning -- Ensemble learning strategies comparison on classification quality for imbalanced data

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DhruvSrikanth/Boosting-Theory

A collection of papers produced on the theory of boosting as applied to binary classification. Further extensions to the multi-class classification problem and necessary and sufficient conditions to ensure boostability i.e. weak learning conditions. Finally, an overview over boosting algorithms and models employed in industry.

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ZahraDehghani99/DigikalaCup-1400

DigikalaCup 1400 (Data Science)

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cetinsamet/music-genre-classification

Music genre classification from audio spectrograms using deep learning

Language: Python - Size: 33.3 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 43 - Forks: 12

antonio-cirillo/anomaly-detection

🗺️ Problema multi-class relativo alla classificazione di attacchi sulla rete.

Language: Python - Size: 8.73 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JINHXu/PCL-Detection-SemEval2022-task4

Code repository for the paper Xu at SemEval2022 Task 4: pre-BERT Neural Network Methods vs post-BERT RoBERTa Approach for Patronizing and Condescending Language Detection.

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apoorvaKR12695/Mobile-Price-Range-Prediction

Supervised ML- Built a Multi-Class classification model to find the relation between features of a mobile phone(RAM, Internal Memory etc) and its selling price. Model will predict the price range indicating how high the price is.

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jose-gilberto/deeptime

Set of deep learning models for supervised and semi-supervised learning tasks using time series. The models include tasks of multi-class classification, one-class classification, representation learning and derivatives. All models are based on PyTorch.

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sanaamironov/CMSC478-MachineLearning

This course covers fundamental concepts, methodologies, and algorithms related to machine learning taught by Fereydoon Vafaei

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TimKong21/Facebook-page-classifier

Apply Multi-class node classification algorithm to classify Facebook page content type

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hellonlp/classifier_multi_label_seq2seq_attention

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification，seq2seq，attention，beam search

Language: Python - Size: 176 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 7

nlucian/bayesian_neural_network_vs_nn

Binary and multiclass comparison of Bayesian Neural Network and Simple Neural Network

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iFairPlay22/Multi-Class-BBox-Detection

Création d'un réseau de Deep Learning capable de détecter une unique instance d'un objet (pouvant appartenir à différentes classes) dans une image et de l'encadrer avec un rectangle.

Language: Python - Size: 14.5 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

siddh30/The-Airbnb-Classification-Project

This project is from the Airbnb Recruitment Challenge on Kaggle. The challenge is to solve a multi-class classification problem of predicting new users first booking destination.

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krishna-aditi/mobile-price-range-classification

Language: Jupyter Notebook - Size: 1.67 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Peter-Olson/image-classification-ML-SSVM-multiclass

A machine learning program in Java that makes multi-class image classifications

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abhinavsagar/Grocery-Product-Classification

Implementation of the paper "A Hierarchical Grocery Store Image Dataset with Visual and Semantic Labels"

Language: Jupyter Notebook - Size: 501 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 21

jadevaibhav/Signature-verification-using-deep-learning

Using SigComp'11 dataset for signature verification

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NishantKr97/Machine-Learning---Coursera

machine-learning octave neural-networks linear-regression logistic-regression multi-class-classification support-vector-machines k-means-clustering principal-component-analysis anomaly-detection recommender-systems

Language: Matlab - Size: 20.9 MB - Last synced at: over 2 years ago - Pushed at: almost 8 years ago - Stars: 1 - Forks: 0

SaketMunda/mnist-digit-recognition

Determine Handwritten Digits using Neural Network

Language: Jupyter Notebook - Size: 551 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

0xArwa/ADHD-severity-prediction

A Multi-class classification problem with imbalanced dataset.

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magesh-technovator/Text_Classification_Deep_Learning_Pytorch

This repository consists of various deep learning based text classification models. It's more of a plug and play type. Designed in a way that you can customise these projects with little or no efforts on custom datasets.

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rednafi-archive/gas-classification

Language: Jupyter Notebook - Size: 875 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 11 - Forks: 2

AshishBodhankar/Image_Classification_Kaggle_FGVC21

Finetuned pretrained-CNN architectures on Kaggle's FGVC21 plant pathology dataset (Implemented in Keras)

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Abuzariii/Movie-Reviews-Multi-Class-Text-Classification

Language: Jupyter Notebook - Size: 1.25 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

m0kr4n3/protein_location_prediction_chall

Proposed Solution for `Protein Location Prediction Challenge` by AI Hack Tunisia 2022

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Ankit152/TrafficSignal

A deep learning model to classify Traffic Signals.

Language: Python - Size: 4.78 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

mirandabohm/Sentiment_Analysis_Classifier

A multi-class classifier capable of determining sentiment, built in Keras. This stacked LSTM uses GloVe pre-trained word vectors and is trained on Twitter data from 2017

Language: Python - Size: 1.38 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

madhu915/Fashion-MNIST-Keras

This repo contains the Keras Model building for the most famous Fashion MNIST dataset

Language: Jupyter Notebook - Size: 381 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

hfpmatheus/airbnb_new_user_bookings

This project aims to predict where the first booking of new Airbnb users will be. It's a multiclass classification problem.

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Zubayear/Machine-Learning

Machine learning projects i have done so far in various training program and at the University.

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spacewalk01/deeplearning-notebooks

Small projects I have worked on my free time

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ken-power/SelfDrivingCarND-TrafficSignClassifier

Build a Convolutional Neural Network (CNN) that recognizes traffic signs.

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angel870326/XLNet_Text_Classification

XLNet Multi-class Text Classification for Chinese and English (available for both multi-label and single-label classification)

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chen0040/java-libsvm

Package provides the direct java conversion of the origin libsvm C codes as well as a number of adapter to make it easier to program with libsvm on Java

Language: Java - Size: 249 KB - Last synced at: 3 months ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 2

aifenaike/Probabilistic-Lithology-Characterization

A probability based approach to characterize lithology using drilling data and Random Forests

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nicholasRenninger/SVM-Facial-Recognition

MATLAB Implementation of the SVM and Eigenface/Fishcerface Algorithms for Facial Recognition.

Language: Matlab - Size: 49.9 MB - Last synced at: over 2 years ago - Pushed at: about 8 years ago - Stars: 8 - Forks: 0

PRISHIta123/RAELN

L2-Regularized Autoencoder Enabled Ladder Networks (RAELN) for multi-class classification of network intrusion malware.

Language: Python - Size: 31.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1

DanielDaCosta/RNN-Keras

Building a Multi-Label Classifier doesn't seem a difficult task using Keras, but when you are dealing with a highly imbalanced dataset with more than 30 different labels and with multiple losses it can become quite tricky.

Language: Jupyter Notebook - Size: 2.09 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 3

MarwanMashra/Aerial_Challenge

Building a CNN with Tensorflow to solve Aerial Challenge, which is a multi-class geographic image classification challenge on CodaLab,

Language: Jupyter Notebook - Size: 4.43 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Paulinos739/ClassifyDrawingCategory

Multi-Class Classification to analyze architectural drawings

Language: Python - Size: 1.37 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

jungsoh/dnn-sign-language-recognition

TensorFlow implementation of a deep neural network to recognize sign language digits

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

vamc-stash/Artificial-Neural-Networks

Implemented regression, binary classification, multi-class classification ANNs

Language: Jupyter Notebook - Size: 3.7 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

madvid/42_DSLR

Basic project about logistic regression. The goal is to implement from scratch a One vs All model. [Machine Learning] + [Supervised Learning] + [One vs All model]

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Menna13/anime-genre-classification

Language: Jupyter Notebook - Size: 7.62 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

e-vdb/comment-emotion-analysis

A simple Machine learning application to predict the emotion from a user's comment

Language: Jupyter Notebook - Size: 869 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

eskinderit/OrthogonalProjectionSVD

Binary/Multi classification exercise using Orthogonal Projections of the MNIST dataset obtained through SVD. The choice of the training set is made in an unbalanced way.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

DarshanMaradiya/ImageClassification

Mini Project-III: Different type of Cat-Dog Binary Image Classification & also Multi-class classification on dogs breeds

Language: Jupyter Notebook - Size: 92 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

wghanayma/multi-class-classification

Solve binary and multi-class classification problem

Language: JavaScript - Size: 209 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

kbmclaren/assn3-CMSC478-ML

The ML task is classifying patients as belonging to one out of three categories. Build and optimize a Random-forest multi-class classification model and a PCA multi-class classification model.

Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

consentsam/naive-bayes-classification-implementation

Implementation of Naive Bayes Algorithm on Text Classification

Language: Python - Size: 1.32 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

HxnDev/K-Means-KNN-and-Davies-Bouldin-Index-on-Multi-Class-Dataset

Calculating DB index, KNN and K-Means from the given dataset

Language: Jupyter Notebook - Size: 724 KB - Last synced at: 7 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

somjit101/NLP-StackerOverflow-Tag-Prediction

A multi-class classification problem where the objective is to read a question posted on the popular reference website, StackOverflow and predict the primary topics it deals with, i.e. tags which the question will be associated with.

Language: Jupyter Notebook - Size: 958 KB - Last synced at: 8 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

rkshiyaniya/Amazon-Product-Review-Sentiment-Classification

Build end-to-end Data Science (NLP) project for Amazon's Product Review Sentiment Classification using AWS tools.

Language: Jupyter Notebook - Size: 7.08 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

cetinsamet/movie-genre-classification

Movie genre classification form movie subtitles

Language: Python - Size: 4.05 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1