Deploifai Examples

This repository contains examples of how to use various features of the Deploifai platform.

The following table provides the list of examples, their descriptions, and the kind of cloud resources they use.

Example	Description	Dataset	Training server	Experiment	Deployment
car-price-prediction	Predict the selling price of a car based on its features	❌	❌	❌	✅
diabetes-classifier	Predict whether a person has diabetes or not based on their health metrics	❌	✅	❌	✅
hk-air-quality	Predict the air quality of Hong Kong given date, time, and weather	✅	✅	❌	❌
mnist	Train a model to classify handwritten digits from the MNIST dataset	❌	❌	✅	❌
safetweet	Classify if a tweet contains cyberbullying elements	❌	❌	❌	✅
spam-sms-classifier	Classify if a text message is spam or not	❌	✅	❌	✅
svm	Classify emails as spam or not	✅	✅	✅	❌
talk-2-pdf	Read a PDF document to answer questions based on the content using an LLM	❌	❌	❌	✅
wiki-qa	Answer questions based on Wikipedia articles	❌	❌	❌	✅