cchenche8/EBM_TFG

This repository includes the scripts developed during the Biomedical Engineering Final Degree Project.

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: about 3 hours ago - Pushed at: about 4 hours ago - Stars: 0 - Forks: 0

ntumlgroup/LibMultiLabel

A library for multi-class and multi-label classification

Language: Python - Size: 1.81 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 6 - Forks: 10

sepandhaghighi/pycm

Multi-class confusion matrix library in Python

Language: Python - Size: 11.5 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 1,477 - Forks: 125

sun-vonxu/emotion-detection-nlp

# Emotion Detection from Text using NLP## 📘 Project OverviewThis project uses Natural Language Processing to detect emotions like joy, sadness, anger, and fear from text. It compares traditional machine learning and deep learning models, ensuring robust evaluation. ## Objectives- Build a strong emotion classifier using public datasets.- Anal

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sb-ai-lab/LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

Language: Python - Size: 97.6 MB - Last synced at: 2 days ago - Pushed at: 13 days ago - Stars: 1,371 - Forks: 62

Sleepparalysis1/NLP-Examples

A collection of Python scripts demonstrating how to run various AI tasks locally using models from the Hugging Face Hub and the transformers library (along with related libraries like datasets, sentence-transformers, etc.). These examples cover a range of modalities including text, vision, and audio, showcasing different models and pipelines.

Language: Python - Size: 8.15 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

KhushiRajurkar/Exoplanet-Habitability-Prediction-Model

Predicts whether an exoplanet is habitable using ML. Handles class imbalance with ADASYN, tests multiple models, and saves the best one. Includes confusion matrices, ROC curves, and a clean Jupyter notebook

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Amirreza81/Applied-Data-Science-Course

Comprehensive notes, practical exercises, and problem-solving solutions from the Applied Data Science course, covering data preprocessing, machine learning algorithms, statistical analysis, data visualization, and real-world applications.

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PRITHIVSAKTHIUR/shoe-type-detection

shoe-type-detection is a vision-language encoder model fine-tuned from google/siglip2-base-patch16-512 for multi-class image classification. It is trained to detect different types of shoes such as Ballet Flats, Boat Shoes, Brogues, Clogs, and Sneakers. The model uses the SiglipForImageClassification architecture.

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jibbs1703/Classic-ML-Models

This repository contains scripts for developing, training and evaluating machine learning models using several python frameworks.

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sabin74/iris_flower_classification

This project implements a multi-class classification model on the famous Iris dataset using Python and Scikit-learn.

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itakurah/Focal-loss-PyTorch

Focal Loss implementation of the loss function proposed by Facebook AI Research to address class imbalance during training in tasks like object detection

Language: Python - Size: 158 KB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 15 - Forks: 2

Muawiya-contact/traffic-sign-vision

Traffic sign recognition AI-Model.

Language: Jupyter Notebook - Size: 391 KB - Last synced at: 2 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

punkkkkkkk/soil-classification-model_annam

Soil classification using deep learning on image data. Trained a model to classify soil images into Alluvial, Black, Clay, and Red soil categories using PyTorch and GPU acceleration. Achieved high accuracy of 1.000 in a Kaggle competition.

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EvaSamoilenko/Twitter-Multiclassification

Проект по обучению нейронной сети для мультиклассификации эмоций, которые выражены в посте социальной сети Твиттер.

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ipleiria-ciic/data-augmentation-iiot

Advanced technologies and software for mineral resources.

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jonregef/sihl

Simple Image Heads and Layers for deep learning based computer vision

Language: Python - Size: 260 KB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 7 - Forks: 0

Tasneem-Selim-Researcher/Engagement-Detection-Using-Hybrid-EfficientNetB7-Together-With-TCN-LSTM-and-Bi-LSTM

Students Engagement Detection Using Hybrid EfficientNetB7 Together With TCN, LSTM, and Bi-LSTM (DAiSEE and VRESEE datasets)

Language: Jupyter Notebook - Size: 3.63 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 3

srimannarayanabaratam/land_cover_classification_unet

This repository contains code for implementing multi class semantic segmentation (specifically applied to satellite image classification) with PyTorch implementation of UNet.

Language: Jupyter Notebook - Size: 99.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 23

AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

Language: R - Size: 804 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 243 - Forks: 43

amirezzati/broken-plural

Producing the plural of Arabic singular words using RNN in Keras

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Adity-star/Road-Traffic-Accident-Severity-Prediction

An end-to-end accident severity prediction project that predicts the seriousness of injury based on various features, using a multiclass classification model.

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

SayamAlt/Liver-Cirrhosis-Stage-Prediction

Successfully established a machine learning model which can determine whether an individual is vulnerable to the Cirrhosis disease or not by predicting its corresponding stage based on a unique set of medical features such as Cholesterol, Prothrombin, etc. pertaining to that person.

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awslabs/sagemaker-corporate-credit-rating

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

Language: Jupyter Notebook - Size: 317 KB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 7

SayamAlt/Symptoms-Disease-Text-Classification

Successfully developed a fine-tuned BERT transformer model which can accurately classify symptoms to their corresponding diseases upto an accuracy of 89%.

Language: Jupyter Notebook - Size: 860 KB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

kanchitank/Text-Emotion-Analysis

Automate detection of different emotions from paragraphs and predict overall emotion.

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AlSult/wine_classification

This is a wine classification project based on 13 numerical features of wines grown in the same region in Italy but derived from three different cultivars.

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AdeelH/pytorch-multi-class-focal-loss

An (unofficial) implementation of Focal Loss, as described in the RetinaNet paper, generalized to the multi-class case.

Language: Python - Size: 27.3 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 235 - Forks: 26

msikorski93/Sentiment-Analysis-on-Amazon-Reviews

A basic NLP project on musical instruments reviews on Amazon.

Language: Jupyter Notebook - Size: 560 KB - Last synced at: about 2 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

surendiran-20cl/Credit_Score_Classification

Developed a multiclass classification system using supervised learning to predict credit score tiers from financial data. Applied EDA, feature engineering, hyperparameter tuning, and evaluated models using ROC-AUC, confusion matrices, and feature importance.

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ASUS-AICS/LibMultiLabel-Old-Archive

This library has been moved to https://github.com/ntumlgroup/LibMultiLabel

Language: Python - Size: 1.81 MB - Last synced at: about 14 hours ago - Pushed at: 8 months ago - Stars: 153 - Forks: 28

AqueeqAzam/Football-Match-Winner-Prediction-using-Artificial-Neural-Networks

A neural network model that predicts whether Team A will win a football match using match statistics like average goals, possession, yellow cards, and game conditions. The project uses a fully connected deep learning model (FCNN) trained on real match data to forecast win probabilities.

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jespb/Python-M3GP

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

Language: Python - Size: 140 KB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 9 - Forks: 1

MuhammedBuyukkinaci/TensorFlow-Multiclass-Image-Classification-using-CNN-s

Balanced Multiclass Image Classification with TensorFlow on Python.

Language: Python - Size: 144 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 71 - Forks: 38

okozelsk/EasyML

An easy-to-use independent machine learning library for .net. It offers MLP models (including deep RVFL aka ELM) for common ML tasks as well as Reservoir Computer for efficiently solving ML tasks on time series data.

Language: C# - Size: 5.47 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

GjjvdBurg/GenSVM

A Generalized Multiclass Support Vector Machine available in Python, R, and C

Language: C - Size: 31.1 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 16 - Forks: 6

woov2/Life_research_resources_AI_utilization_contest

[경진대회] 암환자 유전체 데이터의 변이 정보를 활용한 암종 분류 AI 모델 개발

Language: Jupyter Notebook - Size: 1.97 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Rahul-Samedavar/DoodleMind

Language: Jupyter Notebook - Size: 24 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

vijayg15/Keras-MultiClass-Image-Classification

Multiclass image classification using Convolutional Neural Network

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 74 - Forks: 30

cmasch/cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

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KrishnaGajjar13/ANN-vs-CNN-Image-Classification

A comparison between ANN, custom CNN, CNN + Resnet also include little insight on Hyperprarameter Tuning

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jdtumlinson/naiveBayes

This repository contains the code for the Naive Bayes and Neural Networks assignment for CS434 Machine Learning and Data Mining at Oregon State University during Fall of 2024.

Language: Python - Size: 3.98 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

aliy98/navigation-sensor-data-classification

Classification of a Navigation Robot Sensor Dataset Using SVM, Random Forest and Neural Network

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SayamAlt/Cyberbullying-Classification-using-fine-tuned-DistilBERT

Successfully fine-tuned a pretrained DistilBERT transformer model that can classify social media text data into one of 4 cyberbullying labels i.e. ethnicity/race, gender/sexual, religion and not cyberbullying with a remarkable accuracy of 99%.

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ykbintang/Groco_Corn-plant-disease-detection-system

Capstone Project SIB Dicoding Batch 3 2022. Flask x Replit Website with Machine Learning Features (Multiclass Classification & CNN)

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KoushikReddy9963/News-Article-Classifier

Machine learning model for classifying news articles based on their headlines.

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FardinHash/multilabel-classification-llm

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

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Vidhi1290/Multi-Class-Text-Classification-using-BERT-Model

Predict consumer financial product categories using BERT, based on over two million customer complaints. This project involves data processing, model building with pre-trained BERT, and making predictions on new text data.

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vauxgomes/lad

Open source implementation of Logical Analysis of Data (LAD) Algorithm.

Language: Python - Size: 68.4 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 1

machinelearningprodigy/liver-disease-detect

A simple Liver Disease Prediction App built using Streamlit and Machine Learning. This app predicts the presence of liver disease based on health parameters. 🏥🩺

Language: Python - Size: 95.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

ShawnyXiao/2017-CCF-BDCI-AIJudge

2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)

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VirginioC/affidabilita-creditizia-rilascio-carta-di-credito

Modello di Machine Learning (classificazione multiclasse) sviluppato in Python con scikit-learn per prevedere l'affidabilità creditizia dei clienti di una banca che richiedono la carta di credito.

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Koldim2001/Emotion_classifier

Проведение бинарной и многоклассовой классификаций эмоций людей на фотографиях

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milicajevremovic/Neural-Networks

Evaluation on performance of some neural networks. Mostly classification (multiclass, binary) and regression tasks, Maven project for Neuroph Core.

Language: Java - Size: 25.4 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

AliBavarchee/vaganboost

hybrid model combining VAE, GAN, and LightGBM for boosting performance in high-energy physics or data analysis tasks.

Language: Python - Size: 401 KB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Networks-Learning/counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

Language: Python - Size: 4.58 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 3 - Forks: 1

SayamAlt/Financial-News-Sentiment-Analysis

Successfully developed a fine-tuned DistilBERT transformer model which can accurately predict the overall sentiment of a piece of financial news up to an accuracy of nearly 81.5%.

Language: Jupyter Notebook - Size: 745 KB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Networks-Learning/improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

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mohamedasad10/NeuralNetworks

I implemented a neural network🔗for classification, focusing on forward propagation, backpropagation, and optimization. I tested the model on datasets like noisy moons and blobs to explore concepts such as overfitting, underfitting, and multi-class classification.

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burcuyesilyurt/Hospital_Readmission_Prediction_ML

Machine Learning

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Magnus0969/Multi-Class-Classification

This repository contains a comprehensive implementation of a multi-class classification model, leveraging various machine learning algorithms to classify data into multiple categories. The project includes data preprocessing, model training, evaluation, and performance metrics to assess the effectiveness of different classification techniques.

Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

k-katarzyna/Food_Images_Classification

Image data analysis using transfer learning and models' fine-tuning.

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MatteoCalvanico/MultiClass-Classification

Net and config file to create a ML model for classifying

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AjNavneet/BERT-Text-Classification-MultiClass

Multi-class text classification model using the pre-trained BERT model.

Language: Jupyter Notebook - Size: 490 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

Parag000/Predictive-Machine-Maintenance

This project performs multiclass classification to identify machine failure types using a synthetic dataset with features like temperature, torque, and tool wear. It includes data analysis, feature engineering, and model training to optimize maintenance strategies and reduce downtime through predictive insights.

Language: Jupyter Notebook - Size: 396 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SathvikNayak123/detection_of_DGA_botnets

App to Detect of DGA-based botnets using Machine Learning and Deep Learning (CNN+Attention)

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CyprianFusi/Kaggle-Multi-classs-dog-Breed-classification-using-Transfer-Learning

An end-to-end multi-class classification model for classifying dogs' breed using pre-trained model

Language: Jupyter Notebook - Size: 5.77 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

CyprianFusi/Multi-class-classification-on-Stack-Overflow-questions

A naive approach to multiclass text classifier on stack overflow questions with almost 80% accuracy!

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himanshumahajan138/TransferVision

Transfer learning for image classification using pre-trained models like ResNet50, ResNet100, EfficientNetB0, and VGG16 in Keras. Fine-tunes the last layers, applies image augmentation, and evaluates with Precision, Recall, AUC, F1 score, and early stopping for improved performance.

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ntumlgroup/LibMultiLabel-mlgroup-Old-Archive Fork of ASUS-AICS/LibMultiLabel-Old-Archive 📦

DEPRECATED, please move to https://github.com/ntumlgroup/LibMultiLabel. We will delete this repo in the near future.

Language: Python - Size: 18.6 MB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 2

SayamAlt/Luxury-Apparel-Product-Category-Classification-using-fine-tuned-DistilBERT

Successfully developed a multiclass text classification model by fine-tuning pretrained DistilBERT transformer model to classify various distinct types of luxury apparels into their respective categories i.e. pants, accessories, underwear, shoes, etc.

Language: Jupyter Notebook - Size: 3.7 MB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

innat/Transfer-Learning-PySpark

Multi-Class Classification | Transfer Learning With PySpark

Language: Jupyter Notebook - Size: 471 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 14 - Forks: 8

VictoorV/Mask_detection

Détection de port du masque à l'aide de deux algorithmes de détection d'objets.

Language: Jupyter Notebook - Size: 116 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

SayamAlt/Natural-Scenes-Image-Classification-using-CNNs

Successfully established an image classification model using PyTorch to classify the images of several distinct natural sceneries such as mountains, glaciers, forests, seas, streets and buildings with an accuracy of 86%.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 20 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

joyceannie/TomatoLeafDiseasePrediction

The objective of the project is to classify the images of tomato plant leaves to identify whether the plant is healthy or not. A classification model is trained using Tensorflow and Keras. The application runs locally on Flask server.

Language: Jupyter Notebook - Size: 76.6 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

yashkathe/Cirrhosis-Prediction

Neural network from scratch to predict cirrhosis stages

Language: Jupyter Notebook - Size: 6.57 MB - Last synced at: 3 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

APalaniaLab/RiboSense

A web interface for annotating riboswitches in genomic sequences

Language: Vue - Size: 8.65 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 1

Manohara-Ai/Wanna_Be_Akinator

Implementation of Decision Trees with Random Forests to guess user's pokemon

Language: Python - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

SayamAlt/Wine-Cultivator-Classification-using-ANN

Successfully established an ANN model which can classify wine cultivators based on several characteristics of distinct wines.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

rafaelgreca/e2e-mlops-project

The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle to classify an individual's level of obesity based on their physical characteristics and eating habits.

Language: HTML - Size: 34 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

4-the-spirit/Multiclass-Perceptron-Algorithm

🤖 A Python implementation of the Perceptron and Pocket Algorithms for binary and multiclass classification, including a One-Versus-All approach for multiclass problems.

Language: Python - Size: 6.84 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

n1ghtf4l1/decipher-engine

Detect and Translate American Sign Language (ASL) fingerspelling into text.

Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

grascya/Forest-Health-and-Prediction

In-depth analysis of forest health and prediction model for different tree health categories.

Language: Jupyter Notebook - Size: 3.07 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

sayande01/Iris_EDA_Classification

This project applies a Random Forest classifier to the Iris dataset to predict flower species based on four features: Sepal Length, Sepal Width, Petal Length, and Petal Width. It includes data exploration, visualization, model building, evaluation, and hyperparameter tuning for optimal performance.

Language: Jupyter Notebook - Size: 505 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

RektPunk/Imbalance-LightGBM

LightGBM for handling label-imbalanced data with focal and weighted loss functions in binary and multiclass classification

Language: Python - Size: 119 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0

RishiDarkDevil/Multiclass-Classification-Pairwise-Coupling

This repo contains all the work done for illustrating how Pairwise Coupling can be used for Multi-Class Classification

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NajdBinrabah/Deep-Learning-with-TensorFlow-and-Keras

This project explores emotion recognition in audio data, focusing on feature extraction techniques while also comparing the performance of LSTM and 1D CNN models.

Language: Jupyter Notebook - Size: 855 KB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

Shravani-Shilimkar/Fastai-with-Transformers-for-Sentiment-Analysis

Sentiment analysis for movie reviews

Language: Jupyter Notebook - Size: 2.69 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

MohamedIMAbdelal/BookingPredictor

This project aims to predict customer booking behaviors by classifying them into three categories: Booked and Canceled Booked and Checked Out Booked and Did Not Show

Language: Python - Size: 36.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 2

GjjvdBurg/RGenSVM

R package for the GenSVM classifier

Language: R - Size: 204 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 7 - Forks: 2

jungseungoh/project_caow

[우수상 수상작] 빅프로젝트 | 경영자의 의사결정을 지원하는 'A등급 한우 육성 관리 솔루션' 프로젝트

Language: Python - Size: 11.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

EMCL-Research-ITSecLab/ssci23-xai-network-traffic

SSCI23 Explainable AI in Network Traffic Classification

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Maoelan/TFX-grade-multiclass

TFX Machine Learning Pipeline - Grade Multiclass

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KomangAndika/TextMining_FinalExam

This is my Text Mining final exam, which include multicalss text classification using BERT, text clustering with KMeans and LDA, and also Text summarization using ranking system

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KomangAndika/Emotion_Detection

Multiclass Sentiment Analysis using various machine learning algorithm and comparing it to LSTM

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Wonuabimbola/movie-genre-prediction

Multiclass Text Classification problem where I used movie plot summaries to predict movie genres

Language: Jupyter Notebook - Size: 69.5 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 3

Risdorn/Recipe-for-Rating

"Recipe for Rating" predicts food ratings using machine learning. Developed for the IITM MLP project, it achieved a top score of 0.78288 (Version 16) and ranked 118 in a Kaggle competition. The dataset was highly biased with ratings of 1 and 2 at ~1.3% each, 0 and 4 at ~9.1% each, and 5 at 76.05%.

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AtheerAlzhrani/realwaste_image_calssification_using_tensorflow

This project show how to classify images of waste items using a Tensorflow

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surajwate/S4E6-Academic-Success

A Kaggle competition project to predict students' academic outcomes using multiclass classification. Includes data preprocessing, model selection (e.g., XGBoost), cross-validation with stratified K-Folds, and a final submission achieving a private score of 0.83467.

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JakubDralus/obesity-estimation-neural-network

estimation of obesity levels dataset with neural network in Pytorch

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