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Modern Cpp Programming ⭐ 8,833

Modern C++ Programming Course (C++11/14/17/20)

Pyomo ⭐ 1,759

An object-oriented algebraic modeling language in Python for structured optimization problems.

Teaching ⭐ 802

Teaching Materials for Dr. Waleed A. Yousef

DaCe - Data Centric Parallel Programming

Deeplearning.ai Notes ⭐ 271

These are my notes which I prepared during deep learning specialization taught by AI guru Andrew NG. I have used diagrams and code snippets from the code whenever needed but following The Honor Code.

Sddp.jl ⭐ 257

Stochastic Dual Dynamic Programming in Julia

Fsharp LInear Programming System

Optimus ⭐ 130

Optimus is a mathematical programming library for Scala.

Sumofsquares.jl ⭐ 111

Sum of Squares Programming for Julia

30 Days Of Ml Kaggle ⭐ 93

Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

A strongly-typed genetic programming framework for Python

Proxsdp.jl ⭐ 84

Semidefinite programming optimization solver

Python code implementing the power method for Singular Value Decomposition

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

Nonlinear Optimization Algorithms ⭐ 62

MATLAB implementations of a variety of nonlinear programming algorithms.

Systems Programming ⭐ 43

Examples of common systems programming optimizations

Jumper.jl ⭐ 38

Julia for Mathematical Programming - extension for Robust Optimization

Kiwi Solver ⭐ 35

Kiwi is a minimalist and extendable Constraint Programming (CP) solver.

Matrixoptim.jl ⭐ 29

Data-Driven Decision Making under Uncertainty in Matrix

Discrete Optimization 001 ⭐ 25

Coursera Discrete Optimization course programming assignments source code

Gusto.jl ⭐ 23

Guaranteed Sequential Trajectory Optimization (GuSTO), using sequential convex programming for trajectory optimization with strong theoretical guarantees

Benchmark ⭐ 17

Performance testing for different techniques

Cplex Scala ⭐ 17

A scala library for IBM ILOG CPLEX

Polyhedral Transformation, Linear Programming Solver, Polyhedral based dependence analysis

Stochoptformat ⭐ 14

Specification and description of the StochOptFormat file format

Matlab code for the Topology Optimization of Binary Structures (TOBS) method.

Sta 663 2020 ⭐ 13

Pyintropt ⭐ 11

A Python Interior Point Optimization Solver

Mathematical Programming Toolbox for AMPL/GMPL

Spaircraft ⭐ 11

Models for commercial aircraft design

Shackleton Framework ⭐ 11

A generic genetic programming framework that aims to make genetic programming easier for a myriad of uses. Currently, the main target is to use the framework for code optimization in tandem with the LLVM framework.

Cplex Python Api Sample ⭐ 10

A sample project for demonstrating how to solve common optimization problems using Cplex Python API

A math programming language with a built in CAS written in Crystal-lang

Python optimization library for mathematical programming.

关于MINLP问题的一些资料（Resources of MINLP problem）

Introduction_to_deep_learning_coursera ⭐ 9

Intro to Deep Learning by National Research University Higher School of Economics

Optimization_problem_libraries ⭐ 9

A Library of Optimization Problem Libraries

Polynomial optimization problem solver. Uses relaxation to convert the problem into Semidefinite programming. Can be also used just as Semidefinite programming solver.

Deep Learning Specialization ⭐ 8

This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai

Swift Invaders Game ⭐ 7

This is a Space Invaders clone made using Swift 3 in 200 lines of code. It is to demonstrate optimizations in programming with Swift.

Java Genetic Programming ⭐ 6

Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc

Ipco 2019 Sdp Tutorial ⭐ 6

Hashcode 2018 Self Driving Rides ⭐ 6

An integer programming based solution for selfdriving rides optimization

Microsoft Solver Foundation Express Nuget ⭐ 6

NuGet Package for the Microsoft Solver Foundation Express

A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization

Tegan Lang ⭐ 6

Academic project. Toy programming language compiled to LLVM

Deep Learning With Pytorch ⭐ 5

Content from the University of British Columbia's Master of Data Science course DSCI 572.

Flycatcher ⭐ 5

A general purpose, statically typed, compiled programming language written in Rust.

Optimization And Probabilistic Modeling ⭐ 5

A probabilistic programing library empowered with jax to speed up large simulations (still in progress!)

Code for the culip ("CUda for Linear and Integer Programming") project, containing GPU primitives for linear algebra, linear optimization and (someday) integer optimization.

Modeling In Minizinc ⭐ 5

My codes of models in MiniZinc (constraint programming). Every folder has an own README-file with a detailed explanation.

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