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insp ML teamwork's Projects

svhnmetadatacsv icon svhnmetadatacsv

digitStruct.mat file extracted and put into csv. Some errors might be there. if you find one, please report.

tabu-search icon tabu-search

Basic implementation of the Tabu Search Heuristic for several use cases.

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

tensorflow-som icon tensorflow-som

A multi-gpu implementation of the self-organizing map in TensorFlow

ts icon ts

Tabu Search algorithm

tsp icon tsp

A very fast C program to solve the Travelling Salesman Problem (2013)

tsp-cpp icon tsp-cpp

Solves the traveling salesman problem using the brute force method and a faster one (but obviously not in polynomial time)

tsp-problem icon tsp-problem

TSP problem using A*, RBFS (Heuristic Function: MST), HillClimbing and Genetic Algorithm

usrail icon usrail

A demonstration of the use of minimum-spanning trees and traveling-salesman solutions to design a national rail network for the United States

verypy icon verypy

A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.

vroom icon vroom

Vehicle Routing Open-source Optimization Machine

vrptw icon vrptw

Vehicle Routing Problem with Time Windows (Almost done...到頭來好像還是贏不過學長orz)

xlearn icon xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

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