MLBox vs. Materials Zone Comparison


MLBox Axel ARONIO DE ROMBLAY	Materials Zone	+	+
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About MLBox is a powerful Automated Machine Learning python library. It provides the following features fast reading and distributed data preprocessing/cleaning/formatting, highly robust feature selection and leak detection, accurate hyper-parameter optimization in high-dimensional space, state-of-the art predictive models for classification and regression (Deep Learning, Stacking, LightGBM), and prediction with models interpretation. MLBox main package contains 3 sub-packages: preprocessing, optimization and prediction. Each one of them are respectively aimed at reading and preprocessing data, testing or optimizing a wide range of learners and predicting the target on a test dataset.	About From materials data to better products, faster! Accelerates R&D, scale-up, and optimizes manufacturing QC and supply chain decisions. Discover new materials, use ML guidance to forecast outcomes, and achieve faster and improved results. Build a model on your way to production. Test the model's limits behind your products to design cost-efficient and robust production lines. Use models to predict future failures based on supplied materials informatics and production line parameters. The Materials Zone platform aggregates data from independent entities, materials providers, factories, or manufacturing facilities, communicating between them through a secured platform. By using machine learning (ML) algorithms on your experimental data, you can discover new materials with desired properties, generate ‘recipes’ for materials synthesis, build tools to analyze unique measurements automatically, and retrieve insights.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Individuals looking for an automated Machine Learning Python library	Audience Manufacturing companies in need of a solution to streamline operations, improve commercialization, leverage resources and increase profit margins
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Axel ARONIO DE ROMBLAY Founded: 2017 mlbox.readthedocs.io/en/latest/	Company Information Materials Zone Israel www.materials.zone/
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Categories Machine Learning Supported	Categories Artificial Intelligence Supported Chemical Supported Data Management Supported LIMS Supported Machine Learning Supported Materials Science Supported Product Lifecycle Management Supported Simulation Supported
	Machine Learning Features Deep Learning Not Supported ML Algorithm Library Not Supported Model Training Not Supported Natural Language Processing (NLP) Not Supported Predictive Modeling Supported Statistical / Mathematical Tools Not Supported Templates Not Supported Visualization Not Supported Show More Features Artificial Intelligence Features Chatbot Not Supported For eCommerce Not Supported For Healthcare Not Supported For Sales Not Supported Image Recognition Not Supported Machine Learning Supported Multi-Language Not Supported Natural Language Processing Not Supported Predictive Analytics Supported Process/Workflow Automation Supported Rules-Based Automation Not Supported Virtual Personal Assistant (VPA) Not Supported Data Management Features Customer Data Not Supported Data Analysis Not Supported Data Capture Supported Data Integration Not Supported Data Migration Not Supported Data Quality Control Not Supported Data Security Not Supported Information Governance Not Supported Master Data Management Not Supported Match & Merge Not Supported LIMS Features Audit Trail Not Supported Certificates of Analysis Not Supported Data Import / Export Not Supported Electronic Laboratory Notebook Not Supported Inventory Management Not Supported Lab Instrument Interface Not Supported Reporting & Statistics Not Supported Sample Tracking Not Supported Specification Management Not Supported Workflow Management Supported Product Lifecycle Management Features Change Management Not Supported Compliance Management Not Supported Cost Tracking Not Supported Design Management Not Supported Document Management Supported Product Data Management Not Supported Project Management Not Supported Requirements Management Not Supported Supplier Management Not Supported Simulation Features 1D Simulation Not Supported 3D Modeling Not Supported 3D Simulation Not Supported Agent-Based Modeling Not Supported Continuous Modeling Not Supported Design Analysis Not Supported Direct Manipulation Not Supported Discrete Event Modeling Not Supported Dynamic Modeling Not Supported Graphical Modeling Not Supported Industry Specific Database Supported Monte Carlo Simulation Not Supported Motion Modeling Not Supported Presentation Tools Not Supported Stochastic Modeling Not Supported Turbulence Modeling Not Supported
Integrations GitHub Supported Python Supported View All 2 Integrations	Integrations GitHub Not Supported Python Not Supported
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