GitHub topics: pycaret | Ecosyste.ms: Repos

ashishtele/ashishtele.github.io

🔥 A website showcasing my work

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violettance/automl_pipeline

This platform allows you to build an automated ML pipeline using Streamlit, Pandas Profiling, PyCaret and PyGWalker

Language: Python - Size: 609 KB - Last synced at: about 15 hours ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

zeglicz/halfmarathon-finish-time-predictor

Half Marathon Finish Time Predictor is a Streamlit application that predicts half marathon finish times based on age, gender, and 5K time. It uses a machine learning model and optionally a large language model (LLM) to interpret the prediction.

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Pythondeveloper6/Awesome-MLOPS

All the available resources to master MLOPS from scratch

Size: 60.5 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 309 - Forks: 47

chekoduadarsh/BlocklyML

BlocklyML is a simple visual programming Tool for python and ML. 🧩 🖥️

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pycaret/pycaret

An open-source, low-code machine learning library in Python

Language: Jupyter Notebook - Size: 255 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 9,330 - Forks: 1,805

Srivatsanray/Pattern-Recognition-in-Microbiomes

Machine Learning Web application for process and machine learning model for classifying organisms at a taxonomical level

Language: Python - Size: 42 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

QuantumCoderrr/PyCaret-BCDetection

🎗️ Breast Cancer Detection using PyCaret - a low-code machine learning pipeline. This project leverages automation and explainability to classify malignant and benign tumors from the Breast Cancer Wisconsin dataset. Built for simplicity, transparency, and clinical insight.

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DigitalProductschool/AI-Makerspace

AI Makerspace: Blueprints for developing AI applications with state-of-the-art technologies.

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derevirn/renewcast

Renewcast: Forecasting Renewable Electricity Generation in EU Countries.

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WalterHenri/DiabetesPreditor

Projeto destinado a criação de um modelo de inteligência artificial para predição de diabetes a partir de características fisicas como: idade, glucose, bmi, pressão sanguínea e insulina

Language: Python - Size: 805 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

mohiteamit/MLops-lead-scoring-system

Automated machine learning pipeline with Airflow and model experiments using MLflow

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vertocode/kobe-shot-model

Machine Learning pipeline to predict Kobe Bryant’s shot success using PyCaret, MLflow, Streamlit, and Kedro. Includes automated training, model comparison, and full experiment tracking.

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gangula-karthik/MLOps-Assignment

An end-to-end MLOps journey from car prices to wheat predictions, all powered by FastAPI, MLflow, and a dash of cloud magic!

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Vagarh/Pyhton_skills

Python is one of the best programming languages. Because of its readability and beginner-friendly nature, it has been accepted by industries all over the world. So to master Python for any field you have to work on projects. In this post I will practice Python projects for beginners and advanced. Thanks to AMAN KHARWAL

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AutoViML/deep_autoviml

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

Language: Python - Size: 21.7 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 121 - Forks: 37

ghost5013/EDA-Time-series

A comprehensive time series analysis of French retail quarterly sales data from 2012 to 2017. The project focuses on analyzing sales patterns, seasonal decomposition, and trend analysis using various statistical techniques and visualizations.

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albanecoiffe/PyCaret_Project_Customer_Segmentation

PyCaret Project to Build and Deploy an ML App for Customer Segmentation (with Kmeans) using Streamlit

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matth3wss/doctor-grade

🎓 ML model that predicts student success in Computer Science courses at UFFS, achieving 89.56% accuracy. Built with Python, Streamlit, and LightGBM.

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Amrutha-V0/SpamClassifier

This repository contains the code and dataset to detect Email/SMS spams

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abrahamkoloboe27/Classification-App-Streamlit

Lien de l'application

Language: Python - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 2 - Forks: 6

AsAdityaSonu/PyCaret-Notes

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AIAnytime/Machine-Learning-Models-Implementation

Implementation of several ML models on real-world datasets with detailed explanation in notebooks.

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HananMoAlnakhal/PPV-Reg-ML

this is a regression model using pycaret

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BeheshteSadeghi/CovidVaccination_MLProject

The focus of this project is on Data Cleaning, Data Analysis, Data Extraction for story-telling, Gaining an insight from Pycaret Regression tool over best ML algorithms,and finally comparing 4 top models for selecting the best.

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BeheshteSadeghi/TitanicSurvivalPrediction_PycaretPipelineGridSearchCV

The focus of this project is on Data Cleaning, Data Analysis, Gaining an insight from Pycaret Classification tool over best ML algorithms, hyperparameter tuning through GridSearchCV for top ML algorithms and generating Pipeline for the best algorithm.

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k-forghani/blood-pressure-estimation

Blood Pressure Estimation using PPG Signal and Demographic Features

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Farooqbasha008/Customer-Conversion-Prediction-for-a-new-age-Insurance-Company

A ML model to predict whether the clients will subscribe to insurance or not.

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abrahamkoloboe27/Regression-Application-Streamlit

Lien de l'application

Language: Python - Size: 1.18 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 3

abrahamkoloboe27/API-Housing-Price-Prediction

🏡 API de Prédiction des Prix des Maisons

Language: Python - Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

amine-akrout/churn-prediction-web-app

Streamlit based web application for churn prediction

Language: Python - Size: 3.78 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 5

Rqcker/MLap

A framework 🛠️ which can capture information 📖 on both the development and operation stages in machine learning 🤖

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subhashpolisetti/apache-beam-and-eda-projects

Apache Beam and EDA Projects: Showcasing real-time data processing with Apache Beam, interactive visualizations with D3.js, and automated EDA with Sweetviz and PyCaret. Includes Jupyter notebooks and outputs for learning and exploration.

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tezansahu/dvc-pycaret-fastapi-demo

Repository for the Demo of using DVC with PyCaret & MLOps (DVC Office Hours - 20th Jan, 2022)

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daniel-furman/PySDMs

A Python class for AutoML spatial classification (designed for Species Distribution Modeling applications).

Language: Python - Size: 26 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

rakumar99/Cancer-Prediction-Using-Machine-Learning-

This project uses PyCaret to classify cancer as malignant or benign based on cell nucleus features from fine needle aspirate (FNA) images. The best-performing model achieved an AUC score of 99.47%, ensuring accurate detection for early diagnosis.

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shaadclt/Classification-AutoML-App

This is a sample application that demonstrates how to build a classification AutoML app using Streamlit, Pandas Profiling, and PyCaret.

Language: Python - Size: 5.86 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

shaadclt/Regression-AutoML-App

This is a sample application that demonstrates how to build a regression AutoML app using Streamlit, Pandas Profiling, and PyCaret.

Language: Python - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

durgaprasad-04/Auto-Machine-Learning-Web-App

AutoMLWebApp

Language: Python - Size: 1.1 MB - Last synced at: 3 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

bitnulleins/autoDS

AutoML Web Frontend for automated Data Science

Language: Python - Size: 254 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

SapioSentient/Biomarker-Machine-Learning-Data

Biomarker, Machine Learning, BMI, Triglycerides, High Density Lipoprotein, Blood Pressure, Albuminuria, Uric Acid, Waist Circumference, Glucose, Urinary Albumin-to-Creatinine Ratio

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krishcy25/PyCaret-ClassificationModels-LoanApprovalPrediction-AnalyticsVidhyaHackathon

This repository contains code to build 14 Classification Machine Learning Models to predict the decision of Loan Approval Process with PyCaret. Models are compared against the statistics (Accuracy, F1-Score), best model was picked, tuned, saved/loaded for model deployment and used to predict the observations on unseen data. The final file with predictions on unseen data was submitted to Analytics Vidhya Hackathon with model accuracy of 88%

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krishcy25/PyCaret-RegressionModels-HousePricePrediction-KaggleCompetition

This repository contains code to build 21 Regression Machine Learning Models to predict the house price in Python using PyCaret. Models are compared against the statistics (RMSE), best model was picked, tuned, saved/loaded for model deployment and used to predict the observations on unseen data. The final file with predictions on unseen data was submitted to Kaggle Competition placing me in Top 20%

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marielgyap/Spot-the-Hits

My capstone project for the Institute of Data investigates the metadata of songs on Spotify, building a predictive model to project a track's popularity on Spotify using its audio features.

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MennahtullahMabrouk/Python-Projects

Python Projects During Three Years

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ArpanSM/Machine_Learning_Hackathons

Machine learning and Deep Learning Hackathon Solutions

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SashiniDawpadi/Ethereum_Gas_Price_Prediction_Model

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SahiLmb/Employee-Churn-DA

A data analysis project on employee churn rate using Google Bigquery, Looker, Pycaret and Colab

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aleshkovskijjaaa/-Gas-well-retirement-forecast-model

Development of an algorithm for searching for hidden dependencies in data sets of different discreteness and a model for predicting the retirement of gas wells due to stoppages of centrifugal pumps over a horizon of up to 1-2 years

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Shreyaprasad21/Credit-Card-Fraud-Detection

This Python project uses Isolation Forest for credit card fraud detection, analyzing transaction data and visualizing distributions. It employs PyCaret for model comparison, highlighting Random Forest. The project is concise and effective for fraud detection.

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InmaculadaRM/InmaculadaRM.github.io

My journey in data Science - personal website

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larenwell/ai-ml-pycaret-beerhub-challenge

This project focuses on the development and evaluation of machine learning models to predict credit card application and crime rate.

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omid-gervei/Ethereum-Fraud-Detection

Detecting Fraudulent Blockchain Accounts on Ethereum with Supervised Machine Learning

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Atulok0506/AutoStreamML

This is an application that allows you to build an automated ML training using Streamlit

Language: Python - Size: 2.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

AlexIoannides/pycaret-mlops 📦

Using PyCaret with Bodywork to deploy ML pipelines to Kuberentes

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Agungvpzz/Boston-House-Price-Prediction

The analysis is using Python, Plotly for data visualization, and PyCaret to find the best predictive model.

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ashishpatel26/datascienv

datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries

Language: Python - Size: 229 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 58 - Forks: 12

BeheshteSadeghi/HousePricePrediction-including-Pycaret-LightGBM-Pipeline-and-Web-Application

This project aims to provide web application for house price prediction. EDA, model comparison through Pycaret, hyper-parameter tuning and making pipeline model are included. The result is shown as a web application.

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

viniciusds2020/ml_pycaret_classificacao

Sistema de preprocessamento e treinamento de modelos de machine learning utilizando PyCaret. Uma metodologia low-code para processos de MLops

Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Saba-Gul/-PyCaret-Streamline-Your-Machine-Learning-Workflow

PyCaret: Simplifying machine learning workflows with a low-code, open-source Python library.

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Kazuhito00/PyCaret-Learn

PyCaret(1.0)を使用したデータ分析の勉強記録。

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abdmuffid/Streamlit-Simple-Web-to-Predict-Milk-Grades

This repository hosts an ML-Ops project creating a Streamlit web app to predict milk grades. It employs a Random Forest Classifier model, boosted by PyCaret, a low-code ML library. Predictions are based on pH, Temperature, Taste, Odor, Fat, Turbidity, and Color factors.

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Curovearth/Fake-News-Text-Classification-NLP

Natural Language Processing over news for text classification.

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Ashutosh27ind/AutoTS-Algorithms

Evaluation and review of various popular Auto Time Series Algorithms - Fbprophet, DART and PyCaret

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Ashutosh27ind/census_income_prediction

The case study is a traditional supervised binary classification problem based on the UCI Machine Learning Repository "adult" dataset.

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aakinlalu/GDELT-ML-project

How low code machine learning library can speed up machine learning project

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Armin-Abdollahi/Iris-Flower-Classification

Language: Jupyter Notebook - Size: 709 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

MDavidHernandezP/ProjectoEstanciaCinvestav

Este repositorio fue creado con el proposito de guardar el trabajo realizado por el Dr. Juan Iván Gómez Peralta, mi compañero Luis Arturo Michel Pérez y su servidor, en nuestro projecto de estancia realizado en 2024.

Language: Jupyter Notebook - Size: 5.32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

praj2408/Automated-Machine-Learning-App

The Automated ML web app project leverages Python along with Pandas Profiling, PyCaret, and Streamlit to provide a seamless and user-friendly experience for automating machine learning workflows. It enables users to effortlessly explore, preprocess, model, and download the trained model

Language: Python - Size: 35.4 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

krishnaaxo/Pycaret_AutoML

Language: Jupyter Notebook - Size: 2.18 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

vrbabu9000/forecasting_analysis_airline

Time Series analysis for airline dataset. Includes a general forecasting template which I made covering all forecasting techniques. Fast Pycaret Modelling for forecasting was also included

Language: Jupyter Notebook - Size: 865 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

alejandramcr/Credit-Scoring-Prediction-Project

La importancia de reducir el riesgo crediticio ha llevado a una institución financiera alemana a buscar soluciones innovadoras. Como científicos de datos, hemos sido convocados para construir un modelo de machine learning preciso y confiable que sea capaz de evaluar con mayor precisión la probabilidad de incumplimiento crediticio de sus clientes.

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Tomixbo/House_Pred_MLOPS

House sales : prices prediction website

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benjaminfunk47/Medical_Insurance_Prediction

This is a personal project of mine. I decided to do a process of data storing, data manipulation, data analysis & visualizations, feature engineering, model creation/testing, model evaluation, and metrics visualizations.

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InnerShadow/Data-science

Belhard data science course home works

Language: Jupyter Notebook - Size: 321 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Sakib1263/COVID-19-Vaccine-Willingness-and-Hesitancy-among-Residents-in-Qatar

A Machine Learning-based approach to classify COVID-19 Vaccine Willingness and Hesitancy severity among people in Qatar based on survey outcomes.

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 0

pyladiesams/time-series-forecasting-sep2023

Time series forecasting for business workshop. Learn how to quickly prototype forecasts with pycaret

Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 2

dinuScripnic/AI-and-ML-IMC

Notes and Code exercises form AI&ML course semester 4, IMC

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JBris/pycaret-fugue-dask-test

Testing PyCaret, Fugue, and Dask

Language: Python - Size: 107 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

chandanasy/GCPBased-Employee-Churn-Prediction-and-Analysis

This repository holds an end-to-end project focused on predicting and analyzing employee churn using Google Cloud services. The goal is to help organizations proactively identify employees at risk of leaving and implement retention strategies more effectively.

Language: Jupyter Notebook - Size: 135 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

marlonffernandes/4G-3GPP-ETSI-machine-learning-anomaly-detection

4G 3GPP ETSI Radio Access Network KPI | Automatic anomaly detection (root cause) - Machine Learning model

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victorantoniassi/DengAI_ds_course_project

Predicting number of weekly cases of Dengue in San Juan, Puerto Rico, using Machine Learning techniques.

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spiddacino/CustomerChurn

Predicting Customer Churn in different Industries

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KalyanM45/Automated-ML-Modelling

This is the Streamlit web application that allows users to upload a dataset, generate an automated exploratory data analysis (EDA) report using the pandas-profiling library, and and train a machine learning model for regression or classification tasks.

Language: Python - Size: 44.9 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 0