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algorithms

Algorithmic Code Snippets

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amazon-sagemaker-local-mode

Amazon SageMaker Local Mode Examples

applied-deep-learning

Applied Deep Learning

assignment

Assignments and Graders for Discrete Optimization on Coursera

cflp

Solutions for Capacitated Facility Location Problem

cflp-1

Capacitated Facility Location Problem(Simulated Annealing Algorithm + Local Search Algorithm)

cleveralgorithms

Clever Algorithms: Nature-Inspired Programming Recipes

cpp-programming-for-financial-engineering

QuantNet course on C++ programming (completed with Certificate with Distinction)

discrete-optimization

Solutions for assignments of the Coursera course "Discrete Optimization"

discrete-optimization-001

Coursera Discrete Optimization course programming assignments source code

discreteoptimiation

Code for some discrete optimization problems (Knapsack, Graph coloring, TSP, Facility Location, Vehicle routing). Coded mostly using greedy heuristics, dynamic programming and local search.

euler

fasttrack-python

Class files for Fast Track to Python

go-leetcode

A collection of 100+ popular LeetCode problems that I've solved in Go.

google-2015-step-tsp

guided-local-search

An Enhanced Guided Local Search for the Quadratic Assignment Problem

machine-learning-for-trading

Udacity course on manipulating financial data in Python, computational investing, and algorithms for trading

stroupglmm

R Codes and Datasets for Generalized Linear Mixed Models: Modern Concepts, Methods and Applications by Walter W. Stroup

thinkjulia.jl

Port of the book Think Python to the Julia programming language

travelingsalesmanheuristics.jl

Julia package for simple traveling salesman problem heuristics

tsp-1

Traveling Salesperson Problem - R package

tsp-2

Implementation of the following algorithms: K Nearest neighbor, 2-opt & Simulated annealing for the traveling salesman's problem.

tsp-essay

A fun study of some heuristics for the Travelling Salesman Problem.

tsp-heuristics-and-algos

2,3-opt random, greedy, nearest neighbor, lower insertion cost, expensive insertion, closer insertion