https://github.com/mikma03/optimization_in_machine_learning

The repository concerns the use of optimization techniques in Machine Learning projects. Application examples and explanations. A wide spectrum of algorithms and resources.
https://github.com/mikma03/optimization_in_machine_learning

algorithms heuristic-algorithm machine-learning naural-network optimization python simulated-annealing

Last synced: 2 days ago
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The repository concerns the use of optimization techniques in Machine Learning projects. Application examples and explanations. A wide spectrum of algorithms and resources.

• Host: GitHub
• URL: https://github.com/mikma03/optimization_in_machine_learning
• Owner: Mikma03
• License: apache-2.0
• Created: 2022-01-16T08:24:04.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-05-24T05:35:40.000Z (about 4 years ago)
• Last Synced: 2025-10-30T19:06:31.470Z (8 months ago)
• Topics: algorithms, heuristic-algorithm, machine-learning, naural-network, optimization, python, simulated-annealing
• Language: Python
• Homepage: https://github.com/Mikma03/Optimization_in_Machine_Learning
• Size: 11.7 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Table of contents

1. [Introduction](#Introduction)

2. [Materials and resources](#Materials-and-resources)

# Introduction

This repository will mainly consist of optimization issues in Machine Learning projects.

In addition, some of the materials and links will concern optimization in the case of neural networks.

The annealing simulation algorithm will be used as one of the first examples.

# Materials and resources