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Average Ratings 0 Ratings
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
Vampire (Virtual Additive Manufacturing System): This software simulates 3D printing in order to predict and analyze the results. It also performs heat transfer analysis and deformation analysis based on thermal expansion and prediction.
It is important to identify and address various manufacturing problems in advance, as 3D additive manufacturing can be expensive and time-consuming. This can be done by using analysis techniques that are suitable for additive manufacturing. Vampire offers key tools to build a smart preprocessing system for this purpose.
API Access
Has API
API Access
Has API
Integrations
GitHub
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
Metariver Technology Co.,Ltd
Founded
2009
Country
South Korea
Website
www.metariver.kr/vampire.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
3D Printing
Analytics
Customizable Support Structures
ERP
Integrates with CAD
Mesh Analysis and Repair
Model Setup and Plating
Multi-User Support and Permissions
Multiple/Shared Print Queues
Pre-Print Simulations
Print File Creation
Slicing