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features
design
support

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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

Mavlon develops artificial intelligence agents tailored for manufacturing teams, utilizing a singular engine capable of interpreting complex information that traditionally only seasoned engineers could manage, such as 2D engineering drawings, RFQ packages, and ERP insights. The Inspection Agent is able to analyze technical drawings in formats like PDF or scans, annotates each characteristic, understands tolerances including ISO 2768 general tolerances and fit classifications, and produces a pre-filled AS9102 Form 3, a PPAP dimensional report, or a customized report template in mere minutes, significantly reducing the time required for such tasks. In addition, the Estimating Agent processes incoming RFQ packages, assesses their feasibility based on your production data, and formulates quotes aligned with your specific pricing strategies, ensuring it does not create any arbitrary prices. The Operations Agent consolidates ERP information, historical support data, and documentation into a single assistant, providing answers that reference their sources for transparency and reliability. Currently deployed at notable companies such as Montanstahl Group in Switzerland, Omya Group, and Grimatec Systems in Romania, this solution is cloud-based, accessible through any browser, and requires no installation. This innovative approach not only streamlines manufacturing processes but also enhances accuracy and efficiency across various operational stages.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

GROW with SAP No 
GitHub Yes 
Microsoft Outlook No 
Python Yes 
Salesforce No 

Integrations

GROW with SAP Yes 
GitHub No 
Microsoft Outlook Yes 
Python No 
Salesforce Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

Usage based
Free Trial Yes 
Free Version No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Axel ARONIO DE ROMBLAY

Founded

2017

Website

mlbox.readthedocs.io/en/latest/

Vendor Details

Company Name

Mavlon

Founded

2024

Country

United States

Website

mavlon.co

Product Features

Machine Learning

Deep Learning No 
ML Algorithm Library No 
Model Training No 
Natural Language Processing (NLP) No 
Predictive Modeling No 
Statistical / Mathematical Tools No 
Templates No 
Visualization No 

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