moriorgames / machine-learning

This is a Machine Learning repository, with some files in C++ to address some of the common problems faced when implementing Machine Learning. I will use Docker to put C++ applications on production.

Machine Learning in C++

This repository is intended to be a Machine Learning written in C++ for I+D purposes. The aim is be able to create a Machine Learning full performance, create a docker image from this code and deploy it into a production server easily.

As a single developer I'm not an expert about this topic, my goal is to share this project with the community and be able to improve the repository to have a full featured Machine Learning in C++.

Do not hesitate to email me at [e-mail] if there is any issue with the project.

Installation

Create a docker container, install all dependencies and build the project with cmake. This will give us an image with the compiled application ready to run and test.

• To create the docker image

$ docker build -t moriorgames/ml .

• Run the container

$ docker run -td --name machine_learn moriorgames/ml

• Execute the program

$ docker exec -ti machine_learn ./main

• Execute the Tests

$ docker exec -ti machine_learn ./tests/testsuite

• Execute the code coverage locally

$ sh scripts/coverage.sh

Docker Images

I like to preserve information about tagging and pushing imageFile to docker

• First login at dockerhub

$ docker login
username
password

• Tag an existing image

$ docker tag moriorgames/ml moriorgames/ml:commit_sha

• Push the image to the public repository

$ docker push moriorgames/ml:commit_sha
$ docker push moriorgames/ml:latest