autoviz

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Repositório com projetos utilizando ferramentas e bibliotecas para automatização de etapas de projetos de data science.

Upload your dataset and receive attractive visualizations!

Deep Learning code for Higgs Boson Dataset

This is a Phishing Classifier project in which model identify the phishing data using various machine learning techniques and help to prevent from malicious virus and cyber attack.

AutoViz is a powerful Python library that automates data visualization, making it effortless to create captivating charts and plots. 📊🐍

This repo contains basic understand of what is automated EDA is about

Data cleaning and Exploratory data analysis is the challenging task for everyone. Around 80% of time is taken for the data cleaning and EDA and remaining 20% is for model building and all other process. Because of it's time complexity, reasearchers introduced a more Automated libraries for perform Automated EDA and data cleaning operations with …

Auto-ML/Viz/TS/WHO

I used heart attack dataset from kaggle and visualize it by Autoviz in python

A classic machine learning classification project achieving ~83.8% accuracy. Utilizes AutoViz for automated EDA and benchmarks multiple models (Random Forest, SVM, KNN) to predict passenger survival rates based on demographics.

Automated Libraries like : DataPrep, AutoViz, SweetViz, Klib, Dtale, Pandas Profiling are used here to help succeed in data analysis endeavors. Happy automating!

AutoViz is a Python library that automatically analyzes your dataset and generates various charts to visualize its features in just one line of code.

Automated Exploratory Data Analysis (EDA) using Python, Pandas, AutoViz, DataPrep, D-Tale, and Plotly. Includes data validation, cleaning, visualization, and automated EDA reports on a Nepal environmental dataset.

Titanic: Machine Learning from Disaster - Predict survival on the Titanic - Automation for EDA and Modelling

Creating quick visualizations and summary statistics using python

All AutoML Libraries