2 papers
cs.LG2021
A Review on Oracle Issues in Machine Learning
Diogo Seca
Machine learning contrasts with traditional software development in that the oracle is the data, and the data is not always a correct representation of the problem that machine lea…
cs.LG2021
TimeGym: Debugging for Time Series Modeling in Python
Diogo Seca
We introduce the TimeGym Forecasting Debugging Toolkit, a Python library for testing and debugging time series forecasting pipelines. TimeGym simplifies the testing forecasting pip…