bistro

Lambdo is a workflow engine which simplifies data analysis by combining in one analysis pipeline * Feature engineering and machine learning: Lambdo does not distinguish them and treats them as data transformations * Model training and prediction: both feature definitions and ML models can be trained as part of one workflow * Table population and column evaluation: workflow consists of nodes of these two types. This makes it similar to Bistro: https://github.com/asavinov/bistro Lambdo is intended for the following use cases: * Numerous derived features with parameters derived from the data * Regular re-training is required by using the same features as those to be used during prediction * Time series analysis because it is where the quality of derived features is especially important * Customization via user-defined Python functions