sklearn-classify

ML-powered news classifier: categorise articles via REST API. Built with scikit-learn, model comparison with VotingClassifier, and a REST API service for real-time predictions with Docker and Kubernetes deployment

python machine-learning scikit-learn sklearn data-visualization serverless-functions classification sklearn-classify openfaas-function notebook-jupyter classify-news-articles

UpdatedNov 3, 2025
Jupyter Notebook

meuwebsite /Stat-gram--InstagramMicroservice

Star11

Stat-gram is microservice tool for Business and Influencers on Instagram platform that uses AI to help with Marketing and Management.

javascript css mongo sql html5 sqlite python3 beautifulsoup keras-models nlp-machine-learning splinter normalization d3-visualization knn-classification sklearn-classify

UpdatedJan 4, 2023
Jupyter Notebook

UtsavMurarka /MXene-machine-learning

Star8

Classification of MXenes into metals and non-metals based on physical properties

machine-learning deep-learning neural-network random-forest physics scikit-learn sklearn machine-learning-algorithms logistic-regression machinelearning atoms decision-trees molecules scikitlearn-machine-learning atomic-physics sklearn-classify knn-classifier sklearn-library machinelearning-python scikit-learn-python

UpdatedOct 19, 2020
Jupyter Notebook

Sarbjyotsingh /Gender-Classification-with-Python

Star6

The code uses the scikit-learn machine learning library to train a decision tree on a small dataset of body metrics (height, width, and shoe size) labeled male or female. Then we can predict the gender of someone given a novel set of body metrics.

python machine-learning numpy sklearn python3 scipy decision-tree-algorithm sklearn-classify gender-classifier

UpdatedSep 30, 2017
Python

becca-bytes /Robotic-Vision-Object-Classification

Star5

Cat vs Dog Classification using SVM and KNN Classifiers from the Sklearn Library

svm sklearn knn svm-classifier sklearn-classify knn-classifier cat-dog-classifier cat-dog-classification cat-dog-recognizer

UpdatedApr 10, 2020
Jupyter Notebook

aaryadevg /Metro_PdM_Research

Star5

Failure prediction for APU’s on a Metro System Research project source code

api metro pytorch deeplearning failure-detection imbalanced-data sklearn-classify time-series-classification transportation-problem predictive-maintenance machine-learining

UpdatedNov 19, 2023
Jupyter Notebook

smallsmallcase /KNeighborsClassifier

Star4

python sklearn sklearn-classify

UpdatedNov 13, 2017
Python

PierreMegret /sentiment-analysis-sppmi-svd

Star4

Sentiment Analysis: approximating Word2Vec results with SPPMI-SVD

nlp natural-language-processing sentiment-analysis word2vec spacy gensim tweet-analysis natural-language-understanding sklearn-classify gensim-word2vec nltk-python pmi-svd sppmi-svd

UpdatedOct 11, 2019
Jupyter Notebook

deprecatedjd /heart-attacks

Star4

Heart Disease Analysis

python data-science analytics analysis sklearn jupyter-notebook python3 data-engineering jupyterlab matplotlib jupyter-notebooks sklearn-classify heart-disease

UpdatedDec 17, 2022
HTML

MatteoM95 /Twitter-Sentiment-Analisys

Star3

Sentiment analysis of a Tweets dataset by using machine learning algorithm. Datascience Final Project Jan 2022

machine-learning sentiment-analysis sklearn machine-learning-algorithms sentiment-classification sklearn-classify

UpdatedSep 1, 2022
Jupyter Notebook

ibodumas /linearSVM

Star3

This project involves the implementation of efficient and effective LinearSVC on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x 28 pixels. Thus, the data set has 10 levels of classes.

machine-learning svm sklearn machine-learning-algorithms mnist-classification svm-learning svm-classifier sklearn-classify linearsvm mnist-handwriting-recognition linearsvc