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Description

MLBox is an advanced Python library designed for Automated Machine Learning. This library offers a variety of features, including rapid data reading, efficient distributed preprocessing, comprehensive data cleaning, robust feature selection, and effective leak detection. It excels in hyper-parameter optimization within high-dimensional spaces and includes cutting-edge predictive models for both classification and regression tasks, such as Deep Learning, Stacking, and LightGBM, along with model interpretation for predictions. The core MLBox package is divided into three sub-packages: preprocessing, optimization, and prediction. Each sub-package serves a specific purpose: the preprocessing module focuses on data reading and preparation, the optimization module tests and fine-tunes various learners, and the prediction module handles target predictions on test datasets, ensuring a streamlined workflow for machine learning practitioners. Overall, MLBox simplifies the machine learning process, making it accessible and efficient for users.

Description

NXG Logic Explorer is a comprehensive machine learning software designed for Windows, aimed at facilitating data analytics, predictive analytics, unsupervised class discovery, supervised class prediction, and simulation tasks. By streamlining various processes, it allows users to uncover new patterns in exploratory datasets and engage in hypothesis testing, simulations, and text mining to derive valuable insights. Among its notable features are the automatic cleaning of disorganized Excel input files, parallel feature analysis for generating summary statistics, Shapiro-Wilk tests, histograms, and frequency counts across multiple continuous and categorical variables. The software also supports the simultaneous execution of ANOVA, Welch ANOVA, chi-squared, and Bartlett's tests for various variables, while automatically creating multivariable linear, logistic, and Cox proportional hazards regression models based on a pre-set p-value criterion to filter results from univariate analyses. Overall, NXG Logic Explorer serves as a powerful tool for researchers and analysts who seek to enhance their data analysis capabilities efficiently.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

GitHub
Microsoft Excel
Python

Integrations

GitHub
Microsoft Excel
Python

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Axel ARONIO DE ROMBLAY

Founded

2017

Website

mlbox.readthedocs.io/en/latest/

Vendor Details

Company Name

NXG Logic

Country

United States

Website

nxglogic.com/explorer.html

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Statistical Analysis

Analytics
Association Discovery
Compliance Tracking
File Management
File Storage
Forecasting
Multivariate Analysis
Regression Analysis
Statistical Process Control
Statistical Simulation
Survival Analysis
Time Series
Visualization

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