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# AI Decisions, Ranking, Scoring & Multivariate Optimization for Python
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**!!! The release of v8 is imminent and features substantial breaking changes. We do not recommend deploying v7 at this time !!!**
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**!!! The release of v8 is imminent and features a brand new API. We do not recommend deploying v7 at this time !!!**
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Improve AI is a machine learning platform for quickly implementing app optimization, personalization, and recommendations for [Python](https://improve.ai/python-sdk/), [iOS](https://improve.ai/ios-sdk/), and [Android](https://improve.ai/android-sdk/).
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