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Sample new embedding from maximum likelihood estimate #289

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@jeremyasapp jeremyasapp commented May 13, 2020

This PR improves over the status quo of producing random embeddings for unknown tokens by learning a normal distribution over the provided embeddings.

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sonarcloud bot commented May 13, 2020

SonarCloud Quality Gate failed.

Bug A 0 Bugs
Vulnerability A 0 Vulnerabilities (and Security Hotspot 0 Security Hotspots to review)
Code Smell A 0 Code Smells

67.9% 67.9% Coverage
0.0% 0.0% Duplication

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The sonar error is due to the fact that i had to fix some flake8 errors across the code base. Should be ignored

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