scikit-learn | Ecosyste.ms: Awesome

https://github.com/offchan42/thai-thesis-classification

Classify each document inside the corpus using Python machine learning module: scikit-learn

nlp python python2 scikit-learn segment thai thai-language thai-thesis-classification

Last synced: 29 Oct 2024

https://github.com/ccharlesss/financeml

machine learning web application using Python's FastAPI and scikit-learn to predict S&P 500 stock price trends and cluster stocks based on average annual returns and volatility. Utilised the MVC design pattern to structure the application effectively. Implemented a decision tree classifier with 84% accuracy.

cicd docker fastapi finance javascript jenkins machine-learning restful-api scikit-learn webapplication

Last synced: 13 Jan 2025

https://github.com/prajwalsinha/unveiling-climate-change-dynamics-through-earth-surface-temperature-analysis

Climate change analysis through global surface temperature data. Includes data preprocessing, statistical analysis, visualizations, and forecasting. Python-based project using Pandas, Matplotlib, and Scikit-learn.

data dataanalysis dynamic-mapping pyplot python scikit-learn seaborn

Last synced: 13 Feb 2025

https://github.com/islam-hady9/smartai_customersupport

Smart Customer Support Assistant

customer-support gpt-2 natural-language-processing python pytorch scikit-learn transformers

Last synced: 09 Feb 2025

https://github.com/anumit-web/ml-masterlist-2024

ML Masterlist, Machine Learning, 2024

image-segmentation kmeans-clustering machine-learning matplotlib numpy pandas reinforcement-learning scikit-learn supervised-learning unsupervised-learning

Last synced: 13 Feb 2025

https://github.com/elziya/tech_support_bot_rag

aiogram aioschedule bootstrap clickhouse css flask gigachat gpt html langchain pandas postgresql rag regex scikit-learn sentence-transformers telegram transformer

Last synced: 13 Feb 2025

https://github.com/soumya6tiwari/customer-segmentation-using-rfm-analysis

This project focuses on customer segmentation using RFM (Recency, Frequency, Monetary) analysis and K-Means clustering. It enables businesses to identify high-value customers, optimize marketing strategies, and improve customer retention through data-driven insights.

backend clustering flask frontend kmeans-clustering matplotlib numpy pandas python rfm-analysis scikit-learn unsupervised-learning

Last synced: 13 Feb 2025

https://github.com/rickcontreras/modelos1

Modelo de clasificación para predecir el desempeño de estudiantes en las Pruebas Saber Pro en Colombia. Incluye análisis exploratorio de datos, preprocesamiento y modelos de machine learning.

classification colombia data-analysis data-science education educational-assessment exploratory-data-analysis jupyter-notebook machine-learning python saber-pro scikit-learn student-performance

Last synced: 09 Feb 2025

https://github.com/asosnovsky/analyzing-blood-vessel-aneurysm

A few simple scripts to identify aneurysm in a blood-vessel (research projects)

machine-learning meanshift medical-image-processing scikit-learn

Last synced: 23 Jan 2025

https://github.com/rvats20/income-classification-using-ml

Model Training, Implementing various machine learning algorithms such as Logistic Regression, Decision Trees, Random Forests, and Gradient Boosting. Model Evaluation: Assessing model performance using metrics like accuracy, precision, recall, and F1-score. Hyperparameter Tuning

classification machine-learning machine-learning-algorithms ml pandas-dataframe python scikit-learn

Last synced: 06 Feb 2025

https://github.com/msadeqsirjani/machine_learning_hands_on

A comprehensive machine learning repository containing different concepts, algorithms and techniques.

cnn computer-vision data-analysis data-science data-visualization deep-learning keras machine-learning matplotlib neural-network nlp numpy open-source pandas python rnn scikit-learn seaborn tensorflow

Last synced: 09 Feb 2025

https://github.com/monzerdev/fake-news-detection

Project implementing machine learning models to detect fake news articles. Utilizes Deep Neural Networks, Support Vector Machines (SVM), and Ensemble methods (Random Forest). Developed using Python with scikit-learn, PyTorch, and nltk.

dnn fakenewsdetection machinelearning nlp nltk python pytorch random-forest scikit-learn svm

Last synced: 13 Feb 2025

https://github.com/chouaib-629/quantileregression

Quantile regression for delivery time and some scenarios.

data-science data-visualization delivery-time jupyter-notebook linear-regression machine-learning matplotlib model-compression numpy pandas predictive-modeling python python3 quantile-regression regression-models scikit-learn scipy statistical-analysis statsmodels

Last synced: 13 Feb 2025

https://github.com/himendersharma0712/life_expectancy_pred

This repository is for a hackathon project.

jupyter-notebook machine-learning python scikit-learn

Last synced: 09 Feb 2025

https://github.com/aryansk/fake-news-detection

A sophisticated machine learning solution to detect fake news using multiple classification algorithms. Identify the credibility of news articles with advanced text analysis techniques!

fake-news-detection machine-learning machine-learning-algorithms matplotlib numpy pandas python random-forest-classifier scikit-learn seaborn

Last synced: 01 Feb 2025

https://github.com/md-emon-hasan/6-classification-iris-ml-apps

A ML project on the classification of the Iris dataset, demonstrating data preprocessing, model training, and evaluation using Python and scikit-learn.

classification data-science iris-classification iris-dataset iris-flower-classification predictive-modeling scikit-learn

Last synced: 13 Jan 2025

https://github.com/md-emon-hasan/ml-project-car-price-prediction

🚗 End-to-end ML project for predicting car prices based on various features. Includes data preprocessing, model training, and a Flask web for predictions.

car-price-prediction car-price-predictor data-science feature-engineering ml predictive-modeling scikit-learn

Last synced: 09 Feb 2025

https://github.com/rogeriols/scikit-learn

:mortar_board: Curso com os criadores do Scikit-Learn

machine-learning ml python python3 regression-algorithms regression-models regression-trees scikit-learn

Last synced: 13 Feb 2025

https://github.com/tddschn/hack-ncsu-2024

ML and doc part of our Hack_NCState project builtin in less than 1 day | Racial Bias in Criminal Justice Visualized: Code Black

bias machine-learning scikit-learn

Last synced: 17 Jan 2025

https://github.com/abhipatel35/automated-machine-learning-pipeline-for-iris-dataset-classification

Automated ML pipeline for Iris dataset classification using Decision Tree. Features PCA dimensionality reduction and standard scaling.

automated-machine-learning classsification data-preprocessing descision-tree dimentionality-reduction end-to-end-ml-workflows iris-dataset machine-learning-pipeline python random-forest scikit-learn

Last synced: 19 Feb 2025

https://github.com/ascender1729/salarypredictionlinearreg

SalaryPredictionLinearReg is a Python-based project utilizing linear regression to predict salaries from years of experience. It covers data loading, model training, detailed statistical analysis, and visualization of results.

data-science linear-regression machine-learning python salary-prediction scikit-learn seaborn statsmodels

Last synced: 06 Feb 2025

https://github.com/gigdevelopment10/neuralfunk

A Machine learning resource library for funky ML-Learners

algorithm keras machine-learning optimization-algorithms py-torch python scikit-learn tensorflow

Last synced: 03 Feb 2025

https://github.com/somenath203/air-quality-predictor

Click below to checkout the website

airquality fastapi matplotlib numpy pandas react reactjs regression scikit-learn

Last synced: 19 Feb 2025

https://github.com/benman1/python-time-series

Time-Series analysis, statistical and machine learning models for forecasting, regression, and classification

darts deep-learning forecasting mlforecast nixtla scikit-learn statsforecast time-series time-series-analysis

Last synced: 06 Feb 2025

https://github.com/agneym/scikit-learn

egghead machine-learning scikit-learn

Last synced: 19 Feb 2025

https://github.com/md-emon-hasan/ai-from-university

🎓 Collection of academic resources, projects, and exercises related to artificial intelligence concepts learned in university coursework.

ai artificial-intelligence linear-regression logestic-regression mahcine-learning ml scikit-learn

Last synced: 13 Jan 2025

https://github.com/grampers-dev/co2oracle

The CO2 Oracle project uses machine learning and AI to analyze and predict CO2 emissions for environmental management. Using a Kaggle dataset, it demonstrates predictive analytics to understand and forecast emissions. Written in Python, it employs libraries like Pandas, NumPy, and Scikit-Learn.

artificial-intelligence machine-learning numpy pandas python scikit-learn

Last synced: 09 Feb 2025

https://github.com/ghufranbarcha/codsoft-machine-learning-internship

This repository contain all Machine Learning & NLP task during my internship at Codsoft.

jupyter-notebook machinelearning nlp nltk python scikit-learn

Last synced: 30 Jan 2025

https://github.com/aakanksha1406/fake-news-classifier

to identify when an article might be fake news

keras lstm lstm-neural-networks nltk python scikit-learn tensorflow

Last synced: 09 Feb 2025

https://github.com/abz4375/recommendersystem

A sophisticated recommender system that leverages web mining techniques to help users find hotels that match their preferences.

Last synced: 06 Feb 2025

https://github.com/swimshahriar/heart-attack-prediction

Heart attack prediction from 13 features.

jupyter-notebook pandas python3 scikit-learn

Last synced: 13 Feb 2025

https://github.com/f-aguzzi/ChemFuseKit

Chemometrics library for data fusion, model training and prediction of data from multiple sensor sources.

chemometrics datafusion knn lda pca plsda scikit-learn svm

Last synced: 13 Jan 2025

https://github.com/khaymanii/loan_status_predictor

This is a loan status predictor model built using Support Vector Machine Algorithm and Gradio UI library

matplotlib numpy pandas python scikit-learn

Last synced: 21 Jan 2025

https://github.com/jasper-koops/easy-gscv

This library allows you to quickly train machine learning classifiers by automatically splitting the data set and using both grid search and cross validation in the training process.

classification machine-learning python3 scikit-learn

Last synced: 13 Feb 2025

https://github.com/khaymanii/movie-recommendation-model

This is a model built using Python and Cosine Similarity algorithm

matplotlib numpy pandas python scikit-learn

Last synced: 21 Jan 2025

https://github.com/ayoubelmortaji/analysis-and-detection-of-threats-in-cloud-environments-with-machine-learning

Developed a machine learning-driven threat detection model for cloud environments, utilizing Random Forest (RF) and Decision Tree (DT) algorithms. Focused on analyzing network activities and identifying suspicious behaviors through Security Information and Event Management (SIEM) systems. Enhanced cloud security by addressing key challenges in dete

cloud-computing machine-learning matplotlib numpy pandas python scikit-learn seaborn siem

Last synced: 01 Feb 2025

https://github.com/rusiruchapana/blood-group-prediction

Creating a machine learning project to predict blood groups from fingerprint patterns

asp-net-web-api keras matplotlib numpy opencv-python pandas pillow scikit-learn tensorflow

Last synced: 21 Jan 2025

https://github.com/linggarm/dog-vs-cat-classification-with-transfer-learning-using-vgg16

Implementation of binary classification with Dog and Cat images using VGG16 architecture and Transfer Learning techniques

artificial-intelligence binary-classification catvsdog colab-notebook computer-vision dogvscat fine-tuning imagenet machine-learning numpy pandas python scikit-learn supervised-learning tensorflow transfer-learning vgg16

Last synced: 09 Jan 2025

https://github.com/official-biswadeb941/clopimedi---your-healths-trusted-care

ClopiMedi is an AI-driven healthcare application that simplifies doctor appointment bookings, offering personalized recommendations based on medical conditions to enhance patient-provider connections.

adam ai flask flask-api flask-api-backend full-stack-web-development joblib machine-learning scikit-learn tensorflow

Last synced: 06 Feb 2025

https://github.com/corentinth/ml-gender_classification

[Machine Learning] The Hello Wolrd of Machine Learning using sklearn

body-metrics gender-classification machine-learning scikit-learn

Last synced: 13 Feb 2025

https://github.com/carpentries-incubator/python-classifying-power-consumption

Clustering and Classifying Time Series Data for Engineers

carpentries-incubator classification clustering engineering english lesson power-consumption pre-alpha python scikit-learn sklearn

Last synced: 29 Dec 2024

https://github.com/omanshu209/ml-basics-2022

Machine Learnings(AI) models developed using the scikit-learn library in Python.

jupyter-notebook machine-learning python python3 scikit-learn

Last synced: 30 Jan 2025

https://github.com/edikedik/eboruta

Flexible and transparent Python Boruta implementation

ensemble-models feature-selection machine-learning python scikit-learn

Last synced: 17 Feb 2025

https://github.com/aryansingla45/sentiment-analysis

Sentiment Analysis Project on Twitter data

deep-learning jupyter-notebook keras logistic-regression machine-learning natural-language-processing numpy pandas python scikit-learn tensorflow

Last synced: 02 Feb 2025

https://github.com/vishal-038/attendance_by_face_recogination

This project is a face recognition-based attendance system that uses Python, OpenCV, Scikit-learn, Streamlit, and various other libraries like Pandas, Numpy, Datetime, and OS for different functionalities. It enables adding faces to the database, taking attendance based on face recognition, and showing live attendance through a web interface built

opencv python scikit-learn

Last synced: 09 Feb 2025

https://github.com/chanioxaris/german-credit-data

Experimental classification algorithms on german credit data implemented using scikit-learn library

classification classifier cross-validation dataset information-entropy information-gain naive-bayes prediction random-forest scikit-learn support-vector-machines

Last synced: 02 Nov 2024

https://github.com/priboy313/pandasflow

A set of custom python modules for friendly workflow on pandas

catboost data-analysis data-science pandas phik python scikit-learn shap

Last synced: 13 Feb 2025

https://github.com/filipspl/optuml

Optuna-optimized ML methods, with scikit-learn like API

hyperparameter-optimization hyperparameter-tuning machine-learning optuna python python-module scikit-learn

Last synced: 17 Feb 2025

https://github.com/ibrahimsharaf/kaggle-competitions

gensim kaggle kaggle-popcorn machine-learning nltk scikit-learn

Last synced: 08 Feb 2025

https://github.com/antonio-f/find-duplicate-questions

Find duplicate questions on StackOverflow by their embeddings. From the Natural Language Processing course - Coursera's Advanced Machine Learning specialization.

Last synced: 06 Feb 2025

https://github.com/fabianacampanari/practicalstats-pucsp-2024

Statistical Measures in Python - Age and Salary Analysis

excel hipoteses-tests hypothesis-testing linear-regression math matplotlib numpy pandas probabilistic-data-structures probability-distribution probability-statistics pythob3 scikit-learn scipy scipy-stats seaborn statisctics statsmodels

Last synced: 14 Dec 2024

https://github.com/ryandsilva/machine-learning-starters

Common Machine Learning Examples :computer:

decision-trees deep-learning genetic-algorithm keras lightfm machine-learning naive-bayes nlp object-detection opencv pandas python random-forest scikit-learn scikit-surprise svm svr tensorflow textblob tpot

Last synced: 03 Feb 2025

https://github.com/shliakhovai/house-price-prediction

This repository contains a complete machine learning pipeline for predicting housing prices. It includes data preprocessing, feature engineering, and model training and evaluation components, designed to provide a robust solution for regression tasks.

data-science machine-learning matplotlib numpy pandas prediction python regression scikit-learn seaborn

Last synced: 13 Feb 2025

https://github.com/venky-1710/stress-level-predection

Stress Level Prediction is a web app using machine learning to estimate user stress levels. It takes inputs like anxiety, sleep quality, and academic performance, then predicts stress using a Decision Tree Classifier. Built with Python, Flask, and scikit-learn, it's useful for students, researchers, and those interested in stress management.

css flask html machine-learning numpy pandas python python-sklearn scikit-learn

Last synced: 20 Jan 2025

https://github.com/palak-463/tablataalrecognitionsystem

Software built using Python which makes use of CNN and FNN to detect the Taals of the Tabla, an Indian classical music instrument. 🎛️

cnn deep-learning flask fnn librosa numpy os pickle python scikit-learn

Last synced: 09 Jan 2025

https://github.com/MahmudulHassan5809/BreastCancerPredictionPython3

breast-cancer-prediction gridsearchcv machine-learning normalization python3 scikit-learn svm-classifier

Last synced: 20 Nov 2024

https://github.com/tynab/animal-chess

Animal Chess

a-star a-star-algorithm animal-chess bfs bfs-algorithm board-game breadth-first-search breadth-first-search-algorithm chess chess-game cnn deep-learning game keras numpy pandas scikit-learn search-algorithm sklearn tensorflow

Last synced: 02 Feb 2025

https://github.com/nirmalyabag20/crop-yield-prediction-using-machine-learning

This project uses machine learning to predict crop yields based on factors like region, crop type, rainfall, temperature, and pesticide use. By analyzing a dataset of over 28,000 records, the models provide accurate yield forecasts, helping optimize farming decisions and resource management, ultimately contributing to sustainable agriculture.

jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn

Last synced: 11 Feb 2025

https://github.com/tynab/descriptive-statistics

CyberSoft Machine Learning 03 - Descriptive Statistics

anaconda anaconda-navigator cybersoft-academy cybersoft-academy-machine-learning cybersoft-academy-ml cybersoft-machine-learning cybersoft-ml descriptive-statistics jupyter-notebook labelencoder machine-learning mathplotlib numpy onehotencoding pandas python scikit-learn scipy seaborn sklearn

Last synced: 02 Feb 2025

https://github.com/tynab/machine-learning-overview

CyberSoft Machine Learning 03 - Overview

elasticnet-regression jupyter-notebook k-nearest-neighbours knn knn-classification label-encoder lasso-regression linear-regression logistic-regression machine-learning matplotlib numpy one-hot-encoder ordinal-encoder pandas ridge-regression scikit-learn scipy seaborn sklearn

Last synced: 02 Feb 2025

https://github.com/saro0307/predicting-stars-galaxies-quasars-with-ml-model

Python program to Predicting Stars Galaxies Quasars with ML Model

artificial-intelligence astro astronomy astrophysics classification-algorithm decision-tree decision-trees jypyternotebook knn machine-learning matplotlib python scikit-learn

Last synced: 13 Jan 2025

https://github.com/saro0307/pre-doctor-ai-model

Pre-Doctor is an AI-driven health advisor using sci-kit-learn, offering quick medical advice based on user-input symptoms, making healthcare accessible and user-friendly. Utilizing Flask and pyttsx3, it seamlessly integrates machine learning for informed well-being.

artificial-intelligence css flask generative-ai generative-model html machine-learning python reinforcement-learning scikit-learn

Last synced: 13 Jan 2025

https://github.com/ahmetzamanis/usedcarkicksclassification

Imbalanced classification with scikit-learn and PyTorch Lightning.

class-weights classification classification-metrics data-science deep-learning focal-loss hyperparameter-optimization imbalanced-classification logistic-regression machine-learning neural-network optuna python pytorch pytorch-lightning scikit-learn sensitivity-analysis stochastic-gradient-descent support-vector-machines xgboost

Last synced: 19 Feb 2025

https://github.com/sanu0711/healthcare-intelligence

Enhancing Patient Care through AI-Driven Disease Prediction

ai-health-assistant chatbot decision-tree-classifier disease-prediction djang generative-ai k-nearest-neighbours leafletjs map medication-details medication-history naive-bayes-classifier py random-forest-classifier scikit-learn sklearn support-vector-machines symptom-checker voice-search

Last synced: 19 Jan 2025

https://github.com/mgobeaalcoba/data_champions_meli

Algorithms and work carried out within the framework of data champions by Mercado Libre

algorithms canvas classification clustering data-science machine-learning python3 scikit-learn

Last synced: 20 Jan 2025

https://github.com/xushiyan/udacity-machine-learning

Content for Udacity's Machine Learning curriculum

jupyter-notebook machine-learning numpy pandas python reinforcement-learning scikit-learn supervised-learning udacity-machine-learning unsupervised-learning

Last synced: 25 Jan 2025

https://github.com/ramadhanabelio/qrcode-generator

Responsive Web for Generate QR Code

flask python python-framework python-library qrcode qrcode-generator scikit-learn tailwindcss web web-app

Last synced: 30 Jan 2025

https://github.com/oneapi-src/credit-card-fraud-detection

AI Starter Kit for Credit Card Fraud Detection model using Intel® Extension for Scikit-learn*

machine-learning scikit-learn

Last synced: 05 Nov 2024

https://github.com/techysphinx/transportation_backventures

Road Transport Network Telematics Develop a telematics solution to enable efficient trucking operations for the long haul to connect the country through route optimization, live tracking and monitoring, optimal capacity utilization analysis and to enable appropriate response. Please go through the given figma design link.

fastapi jupyter-notebook ml scikit-learn

Last synced: 10 Feb 2025

https://github.com/tsu2000/audit_risk

Machine learning web app in Streamlit about classifying fraudulent companies using various classification models.

machine-learning plotly python random-forest scikit-learn streamlit-webapp

Last synced: 23 Jan 2025

https://github.com/aahnik/gdsc-ml-ds-bootcamp-2023

This repo contains files given by my seniors as well as assignments and final project done by me during the bootcamp.

data-science machine-learning ml numpy pandas python3 scikit-learn

Last synced: 13 Feb 2025

https://github.com/jswong65/machine_learning_nanodegree

Projects of Udacity Machine Learning nanodegree

machine-learning numpy pandas python scikit-learn scipy

Last synced: 09 Feb 2025

https://github.com/uhstray-io/pyrizon

Data Collection, Analysis, Mapping, Pipelining & Transformation, & API using Python

api data-engineering etl numpy pandas plotly python pytorch raw-data scikit-learn seaborne sql sqlite tensorflow

Last synced: 03 Feb 2025

https://github.com/aravindnathan02/machine-learning-projects

Machine Learning and Deep Learning projects which mainly focuses on predictive modeling.

deep-learning machine-learning neural-networks predictive-modeling python scikit-learn tensorflow

Last synced: 03 Feb 2025

https://github.com/mgobeaalcoba/linear_algebra_for_machine_learning

Explore fundamental linear algebra concepts essential for machine learning in this repository, with code examples and explanations. Get a solid foundation for ML!

machine-learning matplotlib numpy pandas python3 scikit-learn scipy seaborn

Last synced: 20 Jan 2025

https://github.com/kingabzpro/mlops-with-jenkins

From data ingestion to deploying the model using Jenkins.

classification fastapi jenkins mlops scikit-learn

Last synced: 18 Feb 2025

https://github.com/jesly-joji/spam-ham-classifier

Used Naive Bayes Algorithm, NLP Text Preprocessing Techniques

naive-bayes-classifier nlp scikit-learn streamlit text-preprocessing

Last synced: 13 Feb 2025

https://github.com/tansudasli/analytics-sandbox

from Statistical approach to Machine learning

feature-engineering machine-learning matplotlib numpy opencv pandas probability regex scikit-learn seaborn statistics

Last synced: 11 Jan 2025

https://github.com/sithu-khant/music-recommendation-system

Building the top 10 music recommendation system

music music-recommendation music-recommendation-system python recommender-system scikit-learn

Last synced: 06 Jan 2025

https://github.com/samarpan-rai/serveitlearn

It creates an extremely thin layer around FastAPI library which allows you to create an end point super fast.

fastapi inference ml pypi scikit-learn

Last synced: 09 Feb 2025

https://github.com/0xpriyanshujha/ml-expedition

Machine Learning Assignments and Practice from zero

deeplearning jupyter kaggle machinelearning neural-network python scikit-learn tensorflow

Last synced: 13 Feb 2025

https://github.com/twsl/heavydrinkingdetection

Heavy Drinking Detection using Smartphone Data

catboost data-science jupyter-notebook lightgbm optuna scikit-learn sklearn xgboost

Last synced: 06 Jan 2025

https://github.com/martn2023/housing-prices-ml-supervised-learning

My first end-to-end ML/supervised learning project: housing price estimation

data-science data-visualization decision-tree end-to-end-machine-learning linear-regression machine-learning matplotlib pandas predictive-analytics random-forest scikit-learn supervised-learning

Last synced: 12 Jan 2025

https://github.com/ultrasage-danz/scikit-learn-ml

Machine Learning with scikit-learn by Data School

ai data data-school machine-learning macos ml scikit-learn ultrasage-dan

Last synced: 30 Jan 2025

https://github.com/jibbs1703/classic-ml-models

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

aws data-preprocessing data-science deep-learning feature-engineering machine-learning multiclass-classification neural-networks predictive-modeling pyspark-mllib pytest scikit-learn xgboost-classifier

Last synced: 10 Feb 2025

https://github.com/rakibhhridoy/easywaydiveinto-datascience

Data Science is not as easy as it seems at first. The most problem faced by new learner are lack of resource knowledge as well as confusion in using the various resources. I hope this repository will benefit confusion learner.

algorithms algorithms-implemented bayesian-statistics data-science deep-learning deep-neural-networks linear-algebra machine-learning matplotlib multivariate-calculus numpy optimization pandas python scikit-learn scipy seaborn statistics statsmodels tensorflow

Last synced: 17 Feb 2025

https://github.com/harshita2234/breast-cancer-prediction

A machine learning project to predict breast cancer using logistic regression. This project includes data preprocessing, feature scaling, model training, and evaluation, based on a guided project from Coursera.

breast-cancer-prediction jupyter-notebook logistic-regression machine-learning matplotlib numpy pandas scikit-learn

Last synced: 30 Jan 2025

https://github.com/rakibhhridoy/supportvectormachinein-medical

Support vector machine in medical disease detection. Both linear and non-linear data can be fitted in svm through its kernel specialization In medical we focus on precision or recall rather than accuracy.

diabetes-prediction machine-learning medical precision-medicine recall-precision scikit-learn support-vector-machines svm

Last synced: 17 Feb 2025

https://github.com/chitralputhran/drive-curve-machine-learning-app

:blue_car: Drive Curve is a web application made with the help of Flask, a microframework for Python based on Werkzeug, Jinja 2, and good intentions. On the backend, a Machine Learning model is used for predicting the price of the car. The machine learning model was trained on the Automobile Dataset from the UCI Machine Learning Repository.

flask machine-learning python scikit-learn webapp

Last synced: 21 Jan 2025

https://github.com/andi611/libsvm-classification

Performing classification tasks with the LibSVM toolkit on four different datasets: Iris, News, Abalone, and Income.

abalone abalone-dataset classification classification-algorithm data-mining income income-dataset iris iris-dataset libsvm libsvm-ready news-dataset newsgroups-dataset scikit-learn svm svm-classifier svm-training

Last synced: 29 Jan 2025

https://github.com/chitralputhran/tutorial-sklearn-columntransformer

ColumnTransformer was introduced in scikit-learn from version 0.20 onwards. The notebook file contains a quick and easy tutorial on ColumnTransformer to get you started.

scikit-learn

Last synced: 21 Jan 2025

https://github.com/rakibhhridoy/machinelearning-featureselection

Before training a model or feed a model, first priority is on data,not in model. The more data is preprocessed and engineered the more model will learn. Feature selectio one of the methods processing data before feeding the model. Various feature selection techniques is shown here.

extratreesclassifier feature-selection gridsearchcv lasso-regression logistic-regression machine-learning numpy pandas pca rfe rfecv scikit-learn selectkbest

Last synced: 17 Feb 2025

https://github.com/vectominist/mednlp

Mandarin Medical Dialogue Analysis with Pytorch.

dialog huggingface mandarin medical pytorch scikit-learn transformers

Last synced: 29 Jan 2025

https://github.com/queirozpedro/cluesuspeitos

Estudando o funcionamento do Jogo Clue Suspeitos e implementando treinamento com MLP

matplotlib mlp-classifier python scikit-learn

Last synced: 21 Jan 2025

https://github.com/aryansk/customer-segmentation-analysis

Advanced customer segmentation project using K-Means clustering to analyze customer behavior based on annual income, spending score, and age.

elbow-method exploratory-data-analysis machine-learning machine-learning-algorithms python scikit-learn sentiment-analysis sentiment-classification

Last synced: 01 Feb 2025

https://github.com/aymanmansur/insider-threat-detection-using-cert-dataset-logon-

Detecting anomalies in user logon behavior using the CERT Insider Threat Detection Dataset. This project extracts key features like session duration and logon frequency during non-working hours and applies Isolation Forest to identify suspicious activity.

matplotlib pandas python scikit-learn

Last synced: 03 Feb 2025