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 | ❌ | ❌ | ❌ | ✅ |