Welcome to prevision-python’s documentation!¶
Prevision.io is an automated SaaS machine learning platform that enables you to create deploy and monitor powerful predictive models and business applications.
This documentation focuses on how to use Prevision.io’s Python SDK for a direct usage in your data science scripts.
To take a quick peek at the available features, look at the Getting started guide.
If you’d rather examine the Python API directly, here is the direct API Reference.
The compatibility version between Prevision.io’s Python SDK and Prevision Platform works as follows:
Prevision 10.10 | Prevision 10.11 | Prevision 10.12 | Prevision 10.13 | Prevision 10.14 | Prevision 10.15 | Prevision 10.16 | Prevision 10.17 | Prevision 10.18 | Prevision 10.19 | Prevision 10.20 | Prevision 10.21 | Prevision 10.22 | Prevision 10.23 | Prevision 10.24 | Prevision 11.0 | |
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Prevision Python SDK 10.10 | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.11 | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.12 | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.13 | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.14 | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.15 | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.16 | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.17 | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.18 | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ |
Prevision Python SDK 10.19 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 10.20 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 10.21 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 10.22 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 10.23 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 10.24 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✘ |
Prevision Python SDK 11.0 | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✘ | ✓ |
- Getting started
- Pre-requisites
- Get the package
- Set up your client
- Create a project
- Data
- Regression/Classification/Multi-classification experiments
- Time Series experiments
- Text Similarity experiments
- External Regression/Classification/MultiClassification experiments
- Deployed experiments
- Exporters
- Pipeline
- Additional util methods
- API Reference