ETIQ AI
Etiq helps companies test and monitor ML models. For data science & ML teams, Etiq tests ML algorithms, identifying issues and preventing accuracy loss in both development & production stages. Etiq helps identify the following issue types in the dataset/model: Bias, Data Leakage, Data Fingerprinting, Accuracy Issues, Drift, across both pre-production and production stages. Additionally, Etiq helps identify which segments are impacted by each issue type and provides modular tests that you can plug at different points in your pipeline.
With the release of Etiq 1.6.0 the package is now compatible with Apple Silicon processors. Due to dependencies (xgboost) in the package you may need to install libomp via homebrew
If you haven't already, install homebrew on your computer: https://brew.sh/
Then run the following in your terminal: brew install libomp
Getting Started
To get started with this package, view our quickstart guide at https://docs.etiq.ai/
Licence
The current licensing terms are available on this page;
2 maintainers
Metadata
2 maintainers
Release files for etiq 1.6.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| etiq-1.6.0-cp312-cp312-win_amd64.whl | CPython 3.12 | CPython 3.12 | Windows x86-64 | Details |
| etiq-1.6.0-cp312-cp312-manylinux1_x86_64.whl | CPython 3.12 | CPython 3.12 | Linux glibc 2.5+ x86-64 | Details |
| etiq-1.6.0-cp312-cp312-macosx_11_0_universal2.whl | CPython 3.12 | CPython 3.12 | macOS 11.0+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp312-cp312-macosx_10_9_universal2.whl | CPython 3.12 | CPython 3.12 | macOS 10.9+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp311-cp311-win_amd64.whl | CPython 3.11 | CPython 3.11 | Windows x86-64 | Details |
| etiq-1.6.0-cp311-cp311-manylinux1_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.5+ x86-64 | Details |
| etiq-1.6.0-cp311-cp311-macosx_11_0_universal2.whl | CPython 3.11 | CPython 3.11 | macOS 11.0+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp311-cp311-macosx_10_9_universal2.whl | CPython 3.11 | CPython 3.11 | macOS 10.9+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp310-cp310-win_amd64.whl | CPython 3.10 | CPython 3.10 | Windows x86-64 | Details |
| etiq-1.6.0-cp310-cp310-manylinux1_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.5+ x86-64 | Details |
| etiq-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl | CPython 3.10 | CPython 3.10 | macOS 12.0+ x86-64 | Details |
| etiq-1.6.0-cp310-cp310-macosx_11_0_universal2.whl | CPython 3.10 | CPython 3.10 | macOS 11.0+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp39-cp39-win_amd64.whl | CPython 3.9 | CPython 3.9 | Windows x86-64 | Details |
| etiq-1.6.0-cp39-cp39-manylinux1_x86_64.whl | CPython 3.9 | CPython 3.9 | Linux glibc 2.5+ x86-64 | Details |
| etiq-1.6.0-cp39-cp39-macosx_12_0_x86_64.whl | CPython 3.9 | CPython 3.9 | macOS 12.0+ x86-64 | Details |
| etiq-1.6.0-cp39-cp39-macosx_11_0_universal2.whl | CPython 3.9 | CPython 3.9 | macOS 11.0+ universal2 (ARM64, x86-64) | Details |
| etiq-1.6.0-cp38-cp38-win_amd64.whl | CPython 3.8 | CPython 3.8 | Windows x86-64 | Details |
| etiq-1.6.0-cp38-cp38-manylinux1_x86_64.whl | CPython 3.8 | CPython 3.8 | Linux glibc 2.5+ x86-64 | Details |
| etiq-1.6.0-cp38-cp38-macosx_12_0_x86_64.whl | CPython 3.8 | CPython 3.8 | macOS 12.0+ x86-64 | Details |
| etiq-1.6.0-cp38-cp38-macosx_11_0_universal2.whl | CPython 3.8 | CPython 3.8 | macOS 11.0+ universal2 (ARM64, x86-64) | Details |
Total release size: 105.1 MB
Release files / etiq-1.6.0-cp312-cp312-win_amd64.whl
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Release files / etiq-1.6.0-cp312-cp312-manylinux1_x86_64.whl
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Release files / etiq-1.6.0-cp310-cp310-win_amd64.whl
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Release files / etiq-1.6.0-cp310-cp310-manylinux1_x86_64.whl
| Download URL | etiq-1.6.0-cp310-cp310-manylinux1_x86_64.whl |
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Release files / etiq-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl
| Download URL | etiq-1.6.0-cp310-cp310-macosx_12_0_x86_64.whl |
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Release files / etiq-1.6.0-cp39-cp39-win_amd64.whl
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Release files / etiq-1.6.0-cp39-cp39-manylinux1_x86_64.whl
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Release files / etiq-1.6.0-cp39-cp39-macosx_12_0_x86_64.whl
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Release files / etiq-1.6.0-cp39-cp39-macosx_11_0_universal2.whl
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Release files / etiq-1.6.0-cp38-cp38-win_amd64.whl
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