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The Lambda Calculus is a tiny mathematical programming language that has the same computational power as any language ...

Models are extensively used by both scientists and engineers, but for different reasons. For scientists, working in natural sciences, ...

Modeling and Duality in Domain Specific Languages for Mathematical Optimization: Domain specific languages (DSL) for ...

A light intro to LLMs, chatbots, pretraining, and transformers. Dig deeper here: ...

Textbooks: https://amzn.to/2VgimyJ https://amzn.to/2CHalvx https://amzn.to/2Svk11k In this video, I'll give you a quick start guide ...

In this video we learn about the maximum flow problem, implementing it in Julia with JuMP and Graphs and solving it using the ...

This video is part of an online course, Basic Modeling for Discrete Optimization, created by The University of Melbourne and The ...

Learn about built-in function attributes that control evaluation order. Hold expressions unevaluated and pass to other functions.

This tutorial is ideal for those who want to learn how to implement optimization models in code and understand how CVXPY ...

Explore science like never before - accessible, thrilling, and packed with awe-inspiring moments. Fuel your curiosity with 100s of ...

You can tune a Gemma model for a data extraction task with just 8 examples. How much data you need depends on the task, but it ...

Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ...

How to formulate a linear programming model?

... JuMP research paper: JuMP: A Modeling Language for Mathematical Optimization, by Iain Dunning, Joey Huchette, Miles Lubin ...

Textbooks: https://amzn.to/2VgimyJ https://amzn.to/2CHalvx https://amzn.to/2Svk11k In this video, I'll introduce how to use AMPL to ...

This comes from a full video dissecting how LLMs work. In the shorts player, you can click the link at the bottom of the screen, ...

Teaser for the Combinatorial Optimization @ Work 2020: Algorithmic Intelligence in practice. Details can be found at ...

This video is part of an online course, Basic Modeling for Discrete Optimization, created by The University of Melbourne and The ...

LLMs and optimization are not the same thing (planning, scheduling, NP-hard search, and why ChatGPT-style models fail without ...

Hi, I'm Abdelraouf Ouadjaout, postdoc at Sorbonne University. Our SAS'20 paper is on a language for modeling C library ...