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Skrub
Machine Learning FrameworkSkrub is an AI-powered tool designed to enhance productivity and automate workflows.
Overview
Skrub is a cutting-edge tool in the AI Tools category.
Skrub is an AI-powered tool designed to enhance productivity and automate workflows.
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- ✓Market dynamics and competitive positioning
- ✓Implementation ROI frameworks and cost analysis
- ✓Vendor evaluation and build-vs-buy decisions
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Visual Guide
📊 Interactive PresentationInteractive presentation with key insights and features
Key Features
TableVectorizer for creating baseline pipelines
TableReport for interactive data exploration
Various encoders (String, Text, Gap, MinHash) for categorical and text data
DatetimeEncoder for temporal feature extraction
SquashingScaler for robust numerical scaling
Support for multi-table data preparation and feature engineering
Real-World Use Cases
Data scientists preparing complex datasets for model training
For ProfessionalExample Prompt / Workflow
Machine learning engineers building robust and tunable data pipelines
For ProfessionalExample Prompt / Workflow
Data analysts performing exploratory data analysis and cleaning
For ProfessionalExample Prompt / Workflow
Researchers working with tabular data in various domains
For ProfessionalExample Prompt / Workflow
Frequently Asked Questions
Pricing
Model: open-source
Standard
Free tier available
- ✓ Full features
skrub is a free and open-source library distributed under the BSD-3-Clause license.
Pros & Cons
Pros
- ✓ Specialized for AI Tools
- ✓ Modern AI capabilities
- ✓ Active development
Cons
- ✕ May require learning curve
- ✕ Pricing may vary
Quick Start
1
Sign Up
Create an account on the Skrub website.
2
Explore Features
Familiarize yourself with the main features and interface.
3
Start Using
Begin with a simple project to learn the workflow.