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Cheng Guo's starred repositories

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

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JuMP.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

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Pkg.jl

Pkg - Package manager for the Julia programming language

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winerama-recommender-tutorial

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.

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trading-with-python

Code that is (re)usable in in daily tasks involving development of quantitative trading strategies.

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SDDP.jl

A JuMP extension for Stochastic Dual Dynamic Programming

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bilibili-report

🎈 B站用户数据报告（Web App）

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nsf-proposal-latex-samples

LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback syee@nsf.gov

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openplugin

Seamlessly integrate with OpenAI's ChatGPT plugins via API (or client), offering the same powerful functionality as the ChatGPT api + plugins!

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CPLEX.jl

A Julia interface to the CPLEX solver

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nsf-proposal-latex

An NSF proposal template in LaTeX

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UnitCommitment.jl

Optimization package for the Security-Constrained Unit Commitment Problem

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BilevelJuMP.jl

Bilevel optimization in JuMP

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Dualization.jl

Automatic dualization feature for MathOptInterface.jl

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Debug.jl

Prototype interactive debugger for Julia

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pglib-uc

Benchmarks for the Unit Commitment Problem

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DSP

An open-source parallel optimization solver for structured mixed-integer programming

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ut-thesis

University of Toronto thesis class for LaTeX

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StructJuMP.jl

A block-structured optimization framework for JuMP

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JuMPChance.jl

A JuMP extension for probabilistic (chance) constraints

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intro-to-julia

Intro to Julia for Scientific Software Club at Cornell

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lotsizing

Multi-item multi-period lot sizing using Benders Decomposition

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NSFProposal

LaTeX setup for NSF proposals

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OA-cGAN

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StochJuMP.jl

A stochastic optimization framework for JuMP

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Yelp-Recommendation-System

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poly_cuts_cpp

C++ code for generating intersections cuts for non-convex quadratic problems

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cors_2021_tutorial

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juliaopt-notebooks

A collection of IJulia notebooks related to optimization

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thesis

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