Search Results for "gams"

Deep learning models have achieved impressive prediction performance but often sacrifice interpretability, a critical consideration in high-stakes domains such as healthcare or policymaking. In contrast, generalized additive models (GAMs) can maintain interpretability but often suffer from poor prediction performance due to their inability to effectively capture feature interactions. In this work, we aim to bridge this gap by using pre-trained neural language models to extract embeddings for each input before learning a linear model in the embedding space. The final model (which we call Emb-GAM) is a transparent, linear function of its input features and feature interactions. ...

SolverStudio is an add-in for Excel 2007 and 2010 on Windows that allows you to build and solve optimisation and simulation models using tools such as PuLP, AMPL, GMPL, GAMS, Gurobi and SimPy. SolverStudio allows you to create and edit your model without leaving Excel, and to save your model inside your workbook. You can also easily link data on your spreadsheet to variables in the model. SolverStudio manages the exchange of data between the spreadsheet and the model, ensuring your answer appears back on the spreadsheet.

...And a little humor and references here and there. The game is free and open source. The game takes full advantage of the text-based console interface to drive home a feeling of an old DOS gams.

APLEpy stands for Algebraic Programming Language Extension for Python. It is an open source alternative to commercial products such as AMPL and GAMS. It offers the same high level of abstraction while keeping the advantages of using Python environment.

The intentions of this project are as follows: 1; Determine the potential interest level in developing a basic interface for creating models in GAMS (General Algebraic Modeling System). 2; To create a sounding board for what should be added to the exist