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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
TAZI emphasizes achieving tangible business results and maximizing ROI through AI-driven predictions. Its platform is accessible to all business users, ranging from business intelligence analysts to executive leadership. With TAZI Profiler, users can quickly grasp and derive insights from their data sources that are ready for machine learning. Additionally, TAZI provides business dashboards and explanation models that facilitate understanding and validation of AI models prior to deployment. The system is designed to identify and forecast various operational subsets to enhance ROI optimization. Moreover, it streamlines the process of assessing data quality and extracting key statistics by automating the traditionally labor-intensive tasks associated with data discovery and preparation. TAZI also simplifies feature engineering by offering recommendations, including for complex features and data transformations, ensuring that users can harness the full potential of their data with ease. Ultimately, TAZI serves as a comprehensive solution for businesses looking to leverage AI effectively.
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
TAZI
Founded
2015
Country
United States
Website
www.tazi.ai/
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization