All Algorithms implemented in Python

First-order solver for quadratric programming on CPU and GPU.

This repo is to reproduce results from the projectLatency-aware Robust LLM Inference Workload Allocation under Precision-Dependent Uncertainty ""

This repo is the results of the most recent manuscript "Green-LLM: Optimal Workload Allocation for Environmentally-Aware Distributed Inference"

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for re…

An AI Hedge Fund Team

Material for gpu-mode lectures

An ML Systems Onboarding list

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

Represent trained machine learning models as Pyomo optimization formulations

Differentiable convex optimization layers

An index of the LangChain + LangGraph ecosystem: concepts, projects, tools, templates, and guides for LLM & multi-agent apps.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

This repo is the code for paper "A Bandit Approach to Online Pricing for Heterogeneous Edge Resource Allocation"

GPU-based first-order solver for linear programming.

This repo is to introduce very helpful mathematical programming tool (Gurobipy)

Modelling and analysis for interoperable power and transportation systems

Power systems optimization course materials

Optimal Workload Allocation for Distributed Edge Clouds With Renewable Energy and Battery Storage

Two-Stage Robust Rostering Problem from the nested C&CG paper

This repo is to reproduce the code for paper "Solving two-stage robust optimization problems using a column-and-constraint generation method"