Emoji Search 🔮 Creating, Deploying and Evaluating a Machine Learning Service

• bert

  49 36,992 0.0 Python

  TensorFlow code and pre-trained models for BERT

  

We’re using Google News Vectors from 2019 as a language model, this isn’t necessarily the best choice (newer models exist such as Bert), but it will definitely be up for the task. A condensed version of the model can be found here.

• word2vec-slim

  1 198 0.0 Python

  word2vec Google News model slimmed down to 300k English words

We’re using Google News Vectors from 2019 as a language model, this isn’t necessarily the best choice (newer models exist such as Bert), but it will definitely be up for the task. A condensed version of the model can be found here.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• aws-lambda-java-libs

  300 505 6.7 C++

  Official mirror for interface definitions and helper classes for Java code running on the AWS Lambda platform.

  

The architecture uses an Application Load Balancer with Lambda as an API, we have already discussed this in a previous article: Cheaper than API Gateway — ALB with Lambda using CloudFormation *An alternative to API gateway is Application Load Balancer. ALB can be connected with Lambda to produce a highly…*t3chflicks.medium.com

• aws-cloudformation-coverage-roadmap

  143 1,089 1.7

  The AWS CloudFormation Public Coverage Roadmap

  

The Python script above can be run on the Cloud and made accessible via the internet as an API. We use AWS as our Cloud provider with CloudFormation to write infrastructure as code.

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