MLBox

MLBox

Axel ARONIO DE ROMBLAY
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About

JADBio is a state-of-the-art automated Machine Learning Platform without the need for coding. With its breakthrough algorithms it can solve open problems in machine learning. Anybody can use it and perform a sophisticated and correct machine learning analysis even if they do not know any math, statistics, or coding. It is purpose-built for life science data and particularly molecular data. This means that it can deal with the idiosyncrasies of molecular data such as very low sample size and very high number of measured quantities that could reach to millions. Life scientists need it to understand what are the features and biomarkers that are predictive and important, what is their role, and get intuition about the molecular mechanisms involved. Knowledge discovery is often more important than a predictive model. So, JADBio focuses on feature selection and its interpretation.

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.

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

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

Audience

Life sciences, biomedical companies, pharmaceuticals, genomics, research labs

Audience

Individuals looking for an automated Machine Learning Python library

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Basic plan is FREE. Researchers plan starts at $400/mo
Free Version 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 Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

JADBio
Founded: 2019
United States
jadbio.com

Company Information

Axel ARONIO DE ROMBLAY
Founded: 2017
mlbox.readthedocs.io/en/latest/

Alternatives

Alternatives

MyDataModels TADA

MyDataModels TADA

MyDataModels
Neural Designer

Neural Designer

Artelnics
Luminoso

Luminoso

Luminoso Technologies Inc.

Categories

Categories

Machine Learning Supported

Machine Learning Features

Deep Learning Not Supported
ML Algorithm Library Supported
Model Training Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Supported
Templates Not Supported
Visualization Supported

Predictive Analytics Features

AI / Machine Learning Supported
Benchmarking Not Supported
Data Blending Not Supported
Data Mining Not Supported
Demand Forecasting Not Supported
For Education Not Supported
For Healthcare Supported
Modeling & Simulation Not Supported
Sentiment Analysis Not Supported

Qualitative Data Analysis Features

Annotations Not Supported
Collaboration Not Supported
Data Visualization Supported
Media Analytics Not Supported
Mixed Methods Research Not Supported
Multi-Language Not Supported
Qualitative Comparative Analysis Supported
Quantitative Content Analysis Not Supported
Sentiment Analysis Not Supported
Statistical Analysis Not Supported
Text Analytics Not Supported
User Research Analysis Supported

Integrations

GitHub Not Supported
Python Not Supported

Integrations

GitHub Supported
Python Supported
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