SapientML is an AutoML technology that uses existing datasets and human-written pipelines to generate high-quality pipelines for predictive tasks on new datasets. To get started with SapientML, you can install it from PyPI repository or from the source code. Once installed, you can run AutoML by importing the necessary libraries and using the provided code to fit the model, make predictions, and evaluate performance. The generated code can also be accessed and saved for future use. SapientML is based on research published at the International Conference on Software Engineering and has been evaluated against other AutoML tools, demonstrating its superior performance on various benchmarks.
https://github.com/sapientml/sapientml