https://github.com/vtech6/goml

Neural Networks from scratch in Go (standard library only)
https://github.com/vtech6/goml

binary-classification deep-learning from-scratch golang machine-learning multilayer-perceptron neural-network vanilla

Last synced: 5 months ago
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Neural Networks from scratch in Go (standard library only)

• Host: GitHub
• URL: https://github.com/vtech6/goml
• Owner: vtech6
• Created: 2023-10-16T16:54:48.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-27T11:09:07.000Z (over 2 years ago)
• Last Synced: 2023-11-28T11:40:29.691Z (over 2 years ago)
• Topics: binary-classification, deep-learning, from-scratch, golang, machine-learning, multilayer-perceptron, neural-network, vanilla
• Language: Go
• Homepage:
• Size: 10.6 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# goml

Neural Networks from scratch in Go (standard library only)

Limitations: 

- No external libraries or modules

- For simplicity, I limit the input shape to (1,x)

Goal: 

- Multilayer Perceptron (done)

- Binary classification (done)

- Support for multiple outputs (Multiple classification) (halted)

- Visualization (in progress)