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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with joblib

A curated list of projects in awesome lists tagged with joblib .

https://github.com/mars-project/mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

dask dataframe joblib lightgbm machine-learning numpy pandas python pytorch ray scikit-learn statsmodels tensor tensorflow xgboost

Last synced: 25 Apr 2025

https://github.com/esvs2202/concrete-compressive-strength-prediction

The aim of this project is to develop a solution using Data science and machine learning to predict the compressive strength of a concrete with respect to the its age and the quantity of ingredients used.

anaconda data-visualization flask gunicorn-web-server heroku-deployment html5 joblib jupyter-notebook machine-learning-algorithms matplotlib-pyplot numpy pandas pycharm-ide python3 randomizedsearchcv scikit-learn seaborn statsmodels xgboost-regression

Last synced: 12 Oct 2025

https://github.com/nlpoptimize/formatflex

🚀 A flexible Python library for easy handling and conversion of Hierarchical, Tabular, and Serialized data formats.

bson cbor cloudpickle csv dill excel feather hdf5 joblib json messagepack orc parquet pickle python toml ubjson xml yaml

Last synced: 06 May 2026

https://github.com/lykmapipo/nyc-tlc-trip-data

Python scripts to download, process, and analyze the New York City Taxi and Limousine Commission (TLC) Trip Record Data dataset

apache-arrow apache-spark data data-engineering data-extraction data-transformation etl fsspec geopandas joblib jupyterlab lykmapipo metadata nyc nyc-taxi-dataset pandas pyarrow python s3

Last synced: 17 Sep 2025

https://github.com/nhlocal/is-this-bible

An IA model that detects whether a given verse is from the Bible or not

ai bible bible-search hebrew hebrew-bible israel joblib machine-learning sklearn tanach

Last synced: 09 Apr 2025

https://github.com/lykmapipo/python-joblib-cookbook

A step-by-step guide to master various aspects of Joblib for parallel computing in Python

apache-spark cache dask distributed-computing joblib loky lykmapipo memoization multiprocessing parallel-computing python threading

Last synced: 03 Apr 2025

https://github.com/ptyadana/ml-music-recommender

Machine Learning Project for recommendations of music genre based on age and gender

graphviz graphviz-dot joblib jupyter-notebook machine-learning machinelearning-python pandas python3 scikit-learn

Last synced: 12 Apr 2025

https://github.com/samarthgarge/30-days-of-datascience

📊 30 Days of Data Science is a daily challenge to guide you through Data Science essentials. From basics to advanced, this repo offers clear examples, practical exercises, and resources to help you master Data Science, one day at a time. Whether you're new or refining your skills, this challenge has something for you. Join the journey now! 🚀

data-science decision-trees exploratory-data-analysis hyperparameter-tuning joblib k-means-clustering linear-regression logistic-regression machine-learning natural-language-processing numpy pandas pipeline pipelines python3 scikit-learn seaborn time-series-forecasting

Last synced: 10 Apr 2025

https://github.com/karenwky/predictive_modeling_hong_kong_horse_racing

predict the winning horse with supervised machine learning models (lucky to have 100% accuracy on small test data)

joblib knn-classifier lightgbm-models pandas predictive-modeling scikit-learn

Last synced: 10 Apr 2025

https://github.com/abhay557/ml-based-newsdetection

This project aims to detect and classify fake news using Natural Language Processing (NLP) and Machine Learning techniques. The model is trained to identify whether a news article is real or fake based on its content.

classification joblib machine-learning ml nlp nltk pandas prediction python skit-learn

Last synced: 30 May 2026

https://github.com/pavankethavath/microsoft-classifying-cybersecurity-incidents-with-ml

A machine learning pipeline for classifying cybersecurity incidents as True Positive(TP), Benign Positive(BP), or False Positive(FP) using the Microsoft GUIDE dataset. Features advanced preprocessing, XGBoost optimization, SMOTE, SHAP analysis, and deployment-ready models. Tools: Python, scikit-learn, XGBoost, LightGBM, SHAP and imbalanced-learn

classificationreport correlation-analysis dataanalysis decision-tree-classifier exploratory-data-analysis feature-engineering feature-selection gradientboosting hyperparameter-tuning joblib lgbmclassifier logistic-regression machine-learning modelselection pandas randomforestclassifier randomsearchcv shap smote xgboost-classifier

Last synced: 23 Apr 2025

https://github.com/greed2411/asf

Anti Spam Filter, a spam filter 🗃️ which uses a model made out of MultinomialNB algorithm 👈 from scikit-learn 🐍 to classify spam and complaints.

algorithm asf dataset joblib maintenance passes-complaints scikit-learn spam spam-filter vit-university

Last synced: 18 May 2026

https://github.com/34j/cached-historical-data-fetcher

Python utility for fetching any historical data using caching. Suitable for news, posts, weather, etc.

aiohttp asyncio cache fetch hacktoberfest historical-data http joblib lz4 pagenation pandas python realtime scraper scraping tqdm update web-scraping

Last synced: 22 Mar 2025

https://github.com/mugisha-pascal/machine-learning

A variety of projects expressing my full journey in machine learning and deep learning using python and jupyter notebook for documentation

joblib machine-learning matplotlib pandas sklearn tensorflow

Last synced: 12 Feb 2026

https://github.com/arianjr/credit-card-fraud-detection

End-to-end machine learning project for detecting fraudulent credit card transactions using Logistic Regression, Random Forest, and XGBoost. Includes EDA, SMOTE-based imbalance handling, model pipelines, cross-validation, comprehensive evaluation with ROC-AUC and PR-AUC, and a deployed Streamlit web app for real-time predictions.

credit-card-fraud cross-validation data-science deployment fraud-detection imbalanced-data imbalanced-learn joblib jupyter-notebook machie-learning precision-recall python random-forest roc-curve sickit-learn smote streamlit tensorflow web-app xgboost

Last synced: 12 Aug 2026

https://github.com/34j/nest-joblib

Patch joblib to allow nested parallelism

hacktoberfest joblib multiprocessing parallel python

Last synced: 13 Sep 2025

https://github.com/renatoelho/python-paralelismo

O paralelismo no Python é uma técnica que permite a execução de várias tarefas simultaneamente, aumentando a eficiência e a velocidade de processamento.

joblib paralell python python3 threads

Last synced: 20 Mar 2025

https://github.com/hq969/sustainability-analytics-in-global-logistics

This project aims to support Amazon’s 2040 net-zero carbon goal by analyzing and optimizing carbon emissions across global logistics operations. Using a data-driven approach, we explore emission patterns by transport mode, region, vehicle age, and other key factors to make strategic recommendations that reduce environmental impact.

joblib pandas python seaborn

Last synced: 03 May 2026

https://github.com/taylorteixeira/predict

O dataset utilizado é laptop_prices.csv. Ele contém informações sobre vários laptops, incluindo características como especificações técnicas e preço.

csv joblib machine-learning

Last synced: 14 Sep 2025

https://github.com/the-developer-306/house-price-predictor

House Price Predictor: Harnessing machine learning algorithms to forecast housing prices in Boston, empowering buyers and sellers with accurate predictions based on key factors like location, crime rate, rooms, accessibility, and more.

csv ipynb-jupyter-notebook joblib matplotlib numpy pandas python scikit-learn

Last synced: 23 Feb 2026

https://github.com/ph-7/glm-with-sklearn-joblib-and-shap-project

GLM with sklearn, joblib and SHAP project

data-science glm joblib shap shap-analysis sklearn

Last synced: 18 May 2026

https://github.com/prabath1998/rice_leaf_disease_ditection_system

This project is a Paddy Crop Disease Detection System that uses machine learning to identify diseases in paddy (rice) leaves. Farmers can upload an image of a paddy leaf, and the system will predict whether the leaf is healthy or affected by a specific disease

flask joblib numpy opencv pillow sklearn

Last synced: 15 Apr 2026

https://github.com/rickydoan/machine-learning-risk-model-prediction-classification

This project leverages machine learning to provide insights into loan and credit risk. By analyzing user-provided financial data, it predicts the likelihood of loan default, generates a credit score, and assigns a risk rating. Designed to assist financial institutions and individuals in making informed decisions

classification joblib machine-learning numpy pandas python sklearn-library streamlit

Last synced: 27 Feb 2026

https://github.com/mgckaled/ignite-devia-supervised_algorithms

Repositório que reuni os módulos 7 ao 13 da Formação Desenvolvimento IA 2023-2024, desenvolvido pela Rocketseat Education.

gradio joblib pandas python scikit-learn statsmodels uvicorn

Last synced: 12 Apr 2026

https://github.com/maciekmalachowski/house-price-predictor

💲🏡Predictor that has multiple options to choose from database, so you can predict the price of your dream home.

bootstrap django django-crispy-forms heroku heroku-app html joblib jupyter-notebook machine-learning python registration-system user-authentication

Last synced: 16 Apr 2026

https://github.com/ladityagogoi/shadowguard

The ShadowGuard Browser Extension is a powerful tool designed to enhance user experience by identifying and highlighting potential dark patterns on websites. Our extension employs a combination of machine learning algorithms and natural language processing (NLP) models to detect and classify various deceptive design practices

css flask html javascript joblib numpy pandas python scikit-learn

Last synced: 11 Apr 2026

https://github.com/kavithma-thushal/music-genre-prediction

Welcome to the Music Genre Prediction project! This project demonstrates the use of machine learning to predict music genres based on age and gender.

flask jinja2 joblib machine-learning model price-prediction python

Last synced: 04 Mar 2026

https://github.com/ambilisunil/face_mask_detector

it is a Desktop Application for Real time Face mask Detection and Identify Unmasked persons

face-recognition harr-cascade joblib machine-learning pyqt5

Last synced: 17 Apr 2026

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: 28 Apr 2026

https://github.com/ben041/soil-crop-recommendation-models

This repository contains pre-trained machine learning models for crop recommendation based on soil and environmental parameters. The models help predict the best crop to grow based on nitrogen, phosphorus, potassium levels, temperature, humidity, pH, and rainfall data.

agritech crop-recommendation-system data-science decision-trees joblib machine-learning naive-bayes-classifier python random-forest soil-analysis xgboost

Last synced: 09 Apr 2025

https://github.com/nordszamora/sentiment

This ML project is used to predict the text sentiment positive, negative or neutral. Its used a Reddit dataset in kaggle to train the model and make a prediction on new/unseen data.

django joblib kaggle naive-bayes-classifier pandas python redditdata scikit-learn

Last synced: 11 Apr 2026

https://github.com/arizdn234/load_dumped_model-in-python

Demonstrates the process of saving and loading machine learning models using both pickle and joblib in Python.

joblib machine-learning models pickle

Last synced: 07 Jul 2025

https://github.com/2gbeh/kaggle

Analyze, Train & Deploy Data Models with Python/R

artificial-intelligence data-science joblib machine-learning numpy python scikit-learn

Last synced: 28 Jul 2026

https://github.com/akinbicer/turkish-compliment-classification-with-nlp

This repository contains a Python script for training, evaluating, and deploying a Natural Language Processing (NLP) model for classifying compliments in Turkish language. The model is trained using the Multinomial Naive Bayes algorithm and is saved in ONNX and Joblib formats for deployment.

classification classification-algorithm classification-model compliment-generator deel-learning joblib machine-learning multinomial multinomial-naive-bayes natural-language-processing nlp nlp-deep-learning nlp-machine-learning onnx onnx-models onnx-tf python turkish-compliment-classification turkish-nlp

Last synced: 25 Aug 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: 28 Mar 2025

https://github.com/its-maneeshk/fake-product-detection-system

The Fake Product Review Detection System is a machine learning-powered web application designed to analyze and detect fake reviews on eCommerce platforms. It helps users identify whether a product has genuine or manipulated reviews by leveraging Natural Language Processing (NLP) and supervised learning models.

api beautifulsoup4 fetch-api flask html-css-javascript joblib nlp-machine-learning numpy pandas python reactjs requests scikit-learn

Last synced: 05 Mar 2025

https://github.com/rebeccamorolong/telco-churn-prediction-deployment-

Predicting customer churn for a telecommunications company using machine learning. This project walks through the full end-to-end data science workflow: data exploration, preprocessing, model training, experiment tracking, and deployment.

joblib mlflow-tracking pandas-python sagemaker scikitlearn-machine-learning

Last synced: 19 Jul 2026

https://github.com/nour-zayed/heart-disease-ml-streamlit-

An AI-powered web application for predicting heart disease risk using a trained machine learning model. Built with Streamlit for a fast, interactive, and user-friendly interface. The app supports both Arabic and English, making it accessible to a wider audience.

joblib machine-learning python3 streamlit

Last synced: 16 Apr 2026

https://github.com/thekartikeyamishra/customer-retention-predictor

The Customer Retention Predictor is a Python-based tool designed to help businesses predict customer churn using historical data. This project is particularly beneficial for small businesses and MSMEs in India, allowing them to identify customers at risk of leaving and take proactive measures to retain them.

joblib machine-learning numpy pandas python scikit-learn tinker

Last synced: 16 Apr 2026

https://github.com/jeffreywijaya100/bank-revenue-model-deployment

FastAPI model machine learning yang memprediksi apakah seseorang memiliki kesempatan lebih besar untuk berlangganan atau tidak (target y bernilai binary “yes”/”no” ).

api deployment fastapi joblib machine-learning pickle post prediction pydantic random-forest-classifier svm

Last synced: 30 Apr 2026

https://github.com/gattsu001/telecom-churn-predictor

Predicts which telecom customers are likely to churn with 95% accuracy using engineered features from usage, billing, and support data. Implements Sturges-based binning, one-hot encoding, stratified 80/20 train-test split, and a two-level ensemble pipeline with soft voting. Achieves 94.60% accuracy, 0.8968 AUC, 0.8675 precision, 0.7423 recall.

churn-prediction classification classification-algorithm customer-retention data-science data-visualization feature-engineering joblib jupyter-notebook machine-learning pandas scikit-learn supervised-learning svm

Last synced: 18 Apr 2026

https://github.com/miozilla/randomforestclassifier

RandomForestClassifier :cherry_blossom::deciduous_tree: : CSV Load, Train, Infer Model Demo # sklearn.ensemble # train_test_split # accuracy_score

comma-separated-values flask inference joblib pandas predict sklearn

Last synced: 04 Apr 2026

https://github.com/saikumar787/car_price_prediction_using_linear-regression

A machine learning project to predict the selling price of used cars using regression techniques. Includes data preprocessing, model training, evaluation, and testing on new data.

car-price-prediction-with-machine-learning data-analysis joblib jupiter-notebook linear-regression-models model-deployment python scikit-learn standardscaler

Last synced: 29 Apr 2026

https://github.com/sjain2580/simple-linear-regression-model

This project demonstrates a simple, yet robust, multiple linear regression model built with Python and scikit-learn to predict median house values in California.

joblib linear-regression matplotlib matplotlib-pyplot numpy python scikit-learn

Last synced: 30 Apr 2026

https://github.com/ledsouza/machine-learning-semisupervisionado

Este projeto utiliza algoritmos de aprendizado de máquina semi-supervisionado para classificar a qualidade do leite como alta, média ou baixa.

data-science joblib machine-learning machine-learning-algorithms pandas python scikit-learn

Last synced: 30 Apr 2026

https://github.com/fikri-rouzan/student-stress-levels-classification

Proyek pemodelan machine learning untuk mengklasifikasikan tingkat stres mahasiswa berdasarkan parameter input akademik dan psikologis.

joblib jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn streamlit

Last synced: 08 Jun 2026

https://github.com/atchayaah/home-value-insights-kc

Data-driven project predicting King County housing prices using EDA, regression models, and ML techniques, developed as part of IBM’s Data Analysis with Python course on Coursera.

joblib matplotlib numpy pandas pickle python scikit-learn seaborn

Last synced: 03 May 2026

https://github.com/charlenry/machine_learning_estimer_prix_voiture

Projet de Machine Learning pour estimer le prix d'une voiture d'occasion via une application

joblib jupyter-notebook matplotlib-pyplot numpy oop-python pandas plotly-express python sklearn-linear-model sklearn-linear-regression

Last synced: 04 May 2026

https://github.com/zuhairzia/customer-segmentation

📖 About Customer Segmentation using KMeans clustering to analyze demographics, income, and spending. Helps businesses with targeted marketing and customer insights.

joblib matplotlib numpy pandas scikit-learn seaborn

Last synced: 05 May 2026

https://github.com/elmezianech/classifyreviews_nlp

Revolutionize customer feedback analysis with our NLP Insights Analyzer. Utilize cutting-edge text preprocessing to transform raw reviews into a machine-friendly format. Explore sentiment models, such as Logistic Regression and Naive Bayes, employing cross-validation for model robustness.

accuracy-score ai countvectorizer cross-validation joblib logistic-regression machine-learning ml multinomialnb naive-bayes-classifier nltk-library numpy pandas randomforestclassifier svc

Last synced: 06 May 2026

https://github.com/astro-tools/gmat-sweep

Run parameter sweeps and Monte Carlo dispersions over GMAT missions in parallel from Python.

aerospace astrodynamics dask gmat gmatpy joblib mission-analysis monte-carlo nasa-gmat pandas parallel parameter-sweep python ray reproducibility

Last synced: 09 May 2026

https://github.com/lintangwisesa/ml_sklearn_dummyvar_onehotencoder

Basic ML using Sklearn to save/load a model, split training & test dataset, create dummy variables and one hot encoder

joblib machine-learning one-hot-encode pickle sklearn

Last synced: 14 May 2026

https://github.com/MalickMoon1/edge-upi-risk-intelligence

Detect fraud in UPI digital payments using AI-driven behavioral analysis and real-time risk intelligence at the edge.

ai anomaly-detection fastapi fintech fraud-detection graph-analysis joblib machine-learning matplotlib pandas python risk-scoring seaborn streamlit uvicorn

Last synced: 31 Jul 2026

https://github.com/andriamahay11master/code-quality-analyzer

Build an AI model that predicts or estimates code quality from software metrics.

classification code-classification joblib jupyter-notebook matplotlib numpy pandas python scikit-learn seaborn

Last synced: 06 Aug 2026

https://github.com/Sadegh-Khedry/Housing-Prices-Prediction-Using-RandomForest

This repository contains an implementation of random forest model to predict housing prices using the Boston Housing dataset.

csv joblib jupyter-notebook matplotlib numpy pandas pil python random-forest seaborn sklearn

Last synced: 17 Aug 2026

https://github.com/navindafernando/heart-disease-prediction

Deploying the heart risk level predicting Regression model in a web application using Flask :white_flower:

flask html joblib machine-learning numpy supervised

Last synced: 06 May 2026

https://github.com/sadegh-khedry/pneumonia-detection-using-cnn

Classifying chest X-ray images into two categories: Pneumonia or Normal using a Convolutional Neural Network (CNN).

cnn convolutional-neural-networks cv2 deep-learning harris-corners joblib jupyter-notebook keras kmeans-clustering matplotlib numpy orb pandas python seaborn shutil sifit tensorflow

Last synced: 11 Apr 2026

https://github.com/mitalitete123/public-review-sentiment-analysis-nlp-

A simple Sentiment Analysis Web App built with Streamlit, scikit-learn, and NLTK. It classifies public/customer reviews into positive or negative sentiments using TF-IDF features with Naive Bayes and Logistic Regression models. The app supports dataset upload, real-time predictions, and includes a demo dataset for quick testing.

joblib machine-learning-models nlp python streamlit-webapp

Last synced: 17 May 2026

https://github.com/pranee123/bigmartflow

This project demonstrates a real-time data pipeline and ML model to predict sales demand using Kafka, Python, and Streamlit. It simulates a live retail environment where data flows continuously from a producer to a consumer, storing sales in a database and displaying dynamic predictions on a web dashboard.

api docker-compose joblib kafak-producer kafka kafka-consumer python sqlite3 streamlit

Last synced: 05 Aug 2025

https://github.com/sadegh-khedry/housing-prices-prediction-using-randomforest

This repository contains an implementation of random forest model to predict housing prices using the Boston Housing dataset.

csv joblib jupyter-notebook matplotlib numpy pandas pil python random-forest seaborn sklearn

Last synced: 05 Apr 2026

https://github.com/nafisrayan/aicontextchat-st

AiContextChat is a chat application designed using Streamlit and various natural language processing tools. It enables real-time conversations enhanced by AI capabilities, allowing users to upload files (PDF, TXT, DOCX) and utilize web scraping to gather information. The app integrates Google's Generative AI for intelligent responses.

ai beautifulsoup chat-application chatbot docx2txt file-upload gemeni google-generative-ai joblib nlp pandas pypdf2 python scraping streamlit

Last synced: 10 May 2026

https://github.com/vibhore-sagar/stock-movement-analysis-based-on-social-media-sentiment

This project aims to develop a machine learning model that predicts stock movements by analyzing sentiment in social media discussions (Reddit posts).

joblib numpy pandas praw python scikit-learn textblob-sentiment-analysis yfinance

Last synced: 09 Apr 2026

https://github.com/grascya/sleep-health_-lifestyle-dataset

Classifier to predict the presence of a sleep disorder based on the other columns in the dataset.

data-visualization exploratory-data-analysis joblib machine-learning-algorithms pickle python statistical-analysis

Last synced: 20 May 2026

https://github.com/rohit-2301/hiresense

HireSense is an AI-powered resume classifier that uses NLP and Machine Learning to predict the best-fit job role from a PDF resume. Built with Streamlit, it features a clean UI for uploading resumes and instantly suggests roles like Data Scientist, Full Stack Developer, and DevOps Engineer.

joblib ml nlp pymupdf python scikit-learn streamlit tfidfvectorizer

Last synced: 22 Jul 2025

https://github.com/sridharyadav07/ai--powered-task-management-system

An intelligent Task Management System that integrates Sentiment Analysis, Task Optimization, and Forecasting to streamline project and task handling. This AI-powered tool is designed to assist teams and project managers in making data-driven decisions by understanding emotional context, forecasting productivity, and optimizing workload distribution

arima flask joblib jupyter-notebook naive-bayes-classifier nltk numpy pandas pickle-file python randomforestregressor scikit-learn stopwords-removal streamlit tfidf-vectorizer

Last synced: 08 Apr 2026

https://github.com/thekartikeyamishra/predictive-sales-analytics

The Predictive Sales Analytics tool aims to help MSMEs forecast future sales using historical data. This advanced version leverages Machine Learning for accurate predictions and provides a dashboard to visualize sales trends, seasonality, and predictions.

joblib machine-learning matplotlib pandas python scikit-learn streamlit

Last synced: 08 Apr 2026

https://github.com/muhkartal/e-forecast

machine learning-powered energy consumption prediction system that analyzes historical data to forecast future energy usage trends, optimizing efficiency and sustainability.

fastapi joblib matplotlib numpy pandas pydantic pytest sckit-learn seaborn tensorflow tqdm uvicorn xgboost yaml

Last synced: 08 Apr 2026

https://github.com/saaaaakibhai/scamguard

This app detect the phishing website. We do use flask in backend for using our train model. To fetch the data used postman. For frontend used Flutter.

dart flask flutter joblib machine-learning pickle postman python random-forest

Last synced: 09 Apr 2026

https://github.com/paulomppatricio/projeto_challenge_telecomx-br_parte-2

Projeto Challenge TelecomX-BR_Parte-2 - Formação Data Science do programa ONE - Oracle Next Education em parceria com a Alura.

data-science imblearn joblib machine-learning matplotlib modelos-preditivos numpy pandas python scipy seaborn sklearn statsmodels xgboost

Last synced: 12 Apr 2026

https://github.com/muhkartal/xai_dashboard

an interactive AI dashboard for machine learning model analysis and explainability, supports model training, dataset exploration, feature importance analysis, and SHAP-based explanations for both individual predictions and overall model behavior, compare multiple models, visualize insights, and export results seamlessly

joblib numpy pandas python sckit-learn shap streamlit xgboost

Last synced: 04 May 2026

https://github.com/mikhailvokhrameev/credit-scoring-mlops

End-to-end credit scoring ML pipeline for the Home Credit Default Risk dataset with MLflow tracking

catboost credit-scoring joblib lightgbm logistic-regression mlflow optuna shap xgboost

Last synced: 08 Jul 2026

https://github.com/izhaan0/predict-marks-based-on-study-hours

Student Marks Predictor is a machine learning project that predicts a student’s exam scores based on the number of study hours. It uses Linear Regression to learn the relationship between study hours and marks, and provides both command-line and interactive Streamlit web interfaces for prediction and visualization.

data-visualization joblib jupyter-notebook machine-learning machine-learning-algorithms matplotlib-pyplot numpy pandas pandas-dataframe pickle python scikit-learn seaborn

Last synced: 05 Apr 2026

https://github.com/roggersanguzu/weather-medical-expense-prediction-ml-models

This repo contains a model for determining the rainfall patterns and another for medical expense prediction model

data data-analysis data-science datasets joblib machine-learning machine-learning-algorithms scikitlearn-machine-learning

Last synced: 30 Aug 2025

https://github.com/navindafernando/feature-extraction

Heart Risk Level Predicting Regression Model & Web using Feature Engineering and Data Preprocessing :baby_chick:

categorical-encoding feature-engineering flask handling-outlier html5 joblib label-encoding machine-learning numpy pandas polynomial-features quantile-transformer scaling

Last synced: 10 Apr 2026

https://github.com/jgavinb/customer-churn-ml

Customer Churn prediction using various ML models. Interactive predictions via Streamlit webapp.

joblib machine-learning pkl python scikit-learn streamlit streamlit-application streamlit-webapp

Last synced: 11 Apr 2026

https://github.com/joemathew2004/cancer_prediction

This project implements a machine learning model (Logistic Regression) trained on the Breast Cancer dataset to predict if a tumor is benign or malignant. It includes a Python script for training the model, a terminal-based prediction tool, and a web application built with Streamlit for interactive predictions.

cancer-prediction classification csv joblib logistic-regression machine-learning python scikit-learn streamlit web-application

Last synced: 07 May 2026

https://github.com/nikhil-donthusaram/heartdiseaseprediction

Heart Disease Prediction App is a machine learning web application that predicts the likelihood of heart disease based on user medical inputs. Built using a Decision Tree Classifier and deployed with Streamlit for an interactive, user-friendly interface.

data-analysis descision-tree joblib jupyter-notebook machine-learning matplotlib numpy pandas python3 seaborn sklearn streamlit vscode

Last synced: 11 Apr 2026