SOTAI
The new standard in AI interpretability.
SOTAI is:
- Transparent: SOTAI combines robust interpretable modeling techniques with supporting analysis tooling to help organizations make faster, well-informed decisions effortlessly.
- Simple: Keep it straightforward and avoid unnecessary complexity, just like our approach to AI interpretability.
- Confidence-Boosting: With our comprehensive interpretability tools, SOTAI empowers you to trust and act on AI model predictions, enhancing your decision-making confidence.
SOTAI is a Library For Interpretable Machine Learning. This library is a PyTorch implementation of modeling techniques found in Monotonic Calibrated Interpolated Look-Up Tables.
You can get started in minutes after downloading the package, see our Quickstart guide or follow along below.
Installing the package:
pip install sotai
Importing the package:
import sotai
SDK Documentation
You can find documentation for this SDK at https://docs.sotai.ai/v/sdk-ref or in the repo docs folder.
Web Client User Documentation
You can find documentation for how to use the hosted web client at https://docs.sotai.ai/
SDK Code Generator
Inference Results Side-By-Side Analysis
Contribution Guidelines
See the guide on contributing for full details on how to contribute to the library. For any feature and/or bug requests, visit our Issues.
Examples
For detailed examples on how to use the library, see examples.
Questions and Help
If you have questions about the SOTAI SDK or using the web client, we encourage you to reach out to the community and SOTAI dev team for help.
We actively monitor our Discord and welcome new community members.
License
1 maintainer
Metadata
1 maintainer
Release files for sotai 0.6.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| sotai-0.6.3.tar.gz | 60.7 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| sotai-0.6.3-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 116.5 kB
Release files / sotai-0.6.3.tar.gz
| Download URL | sotai-0.6.3.tar.gz |
|---|---|
| Size | 60.7 kB |
| Tags | Source |
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No |
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Release files / sotai-0.6.3-py3-none-any.whl
| Download URL | sotai-0.6.3-py3-none-any.whl |
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| Size | 55.8 kB |
| Tags | Python 3 |
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No |
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