Ecosyste.ms: Awesome

https://github.com/jeffreywijaya100/ecommerce-product-textmining

Pemodelan klasifikasi menggunakan data product dari sebuah ecommerce dengan ketentuan yang diberikan

classification-report count-vectorizer hyperparameter-tuning machine-learning nltk optuna random-forest-classifier svm-classifier text-mining text-representation tfidf-vectorizer

Last synced: 08 Dec 2024

https://github.com/akshaiprasanth/bank_note_analysis

knn-classifier logistic-regression-classifier numpy pandas random-forest-classifier svm-classifier

Last synced: 08 Nov 2024

https://github.com/pratanup/bank-customer-churn

A prediction model based on ML as well as DL and compare their performances to find Churned Customers

adaboost-classifier ann churn-prediction data-analysis data-visualization decision-tree-classifier deep-learning deep-learning-algorithms gaussian-naive-bayes-classification gradient-boosting-classifier k-nearest-neighbours logistic-regression machine-learning machine-learning-algorithms random-forest-classifier svc svm-classifier xgboost-classifier

Last synced: 08 Nov 2024

https://github.com/melvinmo/computer-vision-for-intelligent-transportation-systems

My computer vision project report describes techniques for automated quality control in intelligent transportation systems using PCA, SVM, deep learning, and shape context descriptors.

cnn computer-vision deep-learning image-processing pca shape-context-descriptor svm-classifier

Last synced: 10 Nov 2024

https://github.com/techshot25/spamfilter

This project focuses on creating a spam filter using SVM

machine-learning rbf-kernel support-vector-machine svm-classifier

Last synced: 10 Nov 2024

https://github.com/sugarcane-mk/whisper

This repository provides a Python script for extracting speech embeddings using OpenAI's Whisper model. The embeddings are high-dimensional feature vectors that capture the acoustic properties of the input audio. These embeddings can be used for downstream tasks such as speech classification, clustering, and speaker recognition.

asr classification feature-extraction openai speech-processing speech-recognition speech-to-text svm-classifier whisper

Last synced: 09 Nov 2024

https://github.com/luluw8071/twitter-fake-profile-detection

Machine learning models for identifying real-time fake profiles on Twitter

fake-profile-detection machine-learning python random-forest-classifier sckiit-learn svm-classifier xgboost-classifier

Last synced: 12 Nov 2024

https://github.com/k66inthesky/master-thesis

Solving the Author Problem of “Dream of the Red Chamber” with the Writing Style Indicator以文風指標分析《紅樓夢》的作者爭議問題

authorship-attribution authorship-identification ckip classification svm-classifier tanimotosimilarity

Last synced: 09 Nov 2024

https://github.com/haseeeb21/machine-learning-models

Machine Learning Models trained on Scikit-learn datasets. This repository contains the code files and saved models trained on Toy datasets (Classification & Regression), and Real World dataset.

anaconda classification classification-models jupyter-notebook knn knn-classification machine-learning machine-learning-algorithms python3 regression regression-models scikit-learn scikit-learn-python scikitlearn-machine-learning svm svm-classifier vscode

Last synced: 10 Nov 2024

https://github.com/saba-gul/movie_review_sentiment_analysis

Perform sentiment analysis on the Large Movie Review Dataset using various machine learning algorithms and evaluate their performance.

lemmatization logistic-regression machine-learning-algorithms movie-reviews naive-bayes-classifier nlp-machine-learning nltk-python sentiment-analysis stemming-algorithm stemming-and-lemmatization stemming-porters svm-classifier

Last synced: 14 Nov 2024

https://github.com/yasmin-camargo/ferramentas-de-inteligencia-artificial

Atividades práticas elaborados em Python, no ambiente Google Colab, para a disciplina de ferramentas de inteligencia artificial

cross-validation data-engineering deap decision-tree dimensionality-reduction evaluation-metrics genetic-algorithm kfold knn linear-regression machine-learning mlp-pytorch neural-networks python random-forest recursive-feature-elimination supervised-learning svm-classifier unsupervised-learning

Last synced: 12 Nov 2024

https://github.com/fatimaafzaal/email_spam_classification

This code performs email spam classification using three machine learning models: Naive Bayes, Support Vector Machines (SVM), and Random Forest Classifier. It evaluates their performance using accuracy scores and classification reports, ultimately identifying Random Forest Classifier as the best performer among the three.

ensemble-learning naive-bayes-classifier random-forest-classifier spam-email-classifier svm-classifier

Last synced: 15 Nov 2024

https://github.com/geekquad/svm-classification-from-scratch

A basic project to build the classification model with SVM (Support Vector Machine)

scratch sklearn sklearn-svm svm-classifier svm-kernel svm-model

Last synced: 10 Nov 2024

https://github.com/datarohit/bentoml-learning

GitHub repo showcasing a SVM-based Iris flower species classifier. Leveraging BentoML for model deployment and Swagger API integration. Trained on the Iris dataset with 150 instances from 3 species. Ready for collaborative contributions.

bentoml svm-classifier swagger

Last synced: 05 Nov 2024

https://github.com/ygalvao/uow-intro-to-ml-final-lab

Classification with Support Vector Machines - Final lab for the course "Introduction to Machine Learning" of the Artificial Intelligence Diploma program from The University of Winnipeg.

jupyter-notebook matplotlib pandas seaborn sklearn svm svm-classifier

Last synced: 12 Nov 2024