https://github.com/vepo/cerebro

Machine learning algorithm build using C++.
https://github.com/vepo/cerebro

machine-learning perceptron

Last synced: about 7 hours ago
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Machine learning algorithm build using C++.

• Host: GitHub
• URL: https://github.com/vepo/cerebro
• Owner: vepo
• License: apache-2.0
• Created: 2021-11-12T15:40:30.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2021-12-15T00:07:02.000Z (about 3 years ago)
• Last Synced: 2023-03-01T23:52:20.586Z (almost 2 years ago)
• Topics: machine-learning, perceptron
• Language: C++
• Homepage:
• Size: 1.51 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

        
# Cérebro

[![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=vepo_cerebro&metric=alert_status)](https://sonarcloud.io/summary/new_code?id=vepo_cerebro) [![Coverage](https://sonarcloud.io/api/project_badges/measure?project=vepo_cerebro&metric=coverage)](https://sonarcloud.io/summary/new_code?id=vepo_cerebro) [![Maintainability Rating](https://sonarcloud.io/api/project_badges/measure?project=vepo_cerebro&metric=sqale_rating)](https://sonarcloud.io/summary/new_code?id=vepo_cerebro)

_Cérebro_ means brain in portuguese. The porpuse of this project is build some Machine Learning algorithms from scratch.

## Features

- [X] Perceptron

- [ ] NN

    - [X] Multi Layer Perceptron

    - [X] Backpropagation

    - [X] Backpropagation + Momentum

    - [X] Backpropagation + Dropout

    - [ ] Backpropagation + Random Restart

## Building

[See](/docs/README/Build.md) the building steps.

## Teory

[See](/docs/README/Teory.md) all teory references.