Testing

[h4nek]

Create some Unit tests or simple examples (integration tests)...

• [ ] Test for different step size (regularization factor) parameter values

• [ ] Take the whole dataset for LM training for graphs

• [ ] Implement the Weather App example (linear, quadratic predictions; compare output with R (MSE))

  • Use the record's date as a key?

• [x] Implement Glacier Meltdown example (same as Weather App (not need to compare with R) & plot the predictions (Matlab))

• [ ] An app that processes the data online - in real time

• [ ] Unit testing of individual methods (fit, predict)

Testing

• RC Correctness (Examples for the whole RC -off of higher-level example)
• Streaming ability (handling real-time data, timestamps)
• Distributed? (running on a cluster, possibly introducing parallelism)
• Finally All together (Real-time real examples, training e.g. on history, then predicting future)