https://github.com/nathanielng/machine-learning

Machine Learning Algorithms
https://github.com/nathanielng/machine-learning

machine-learning

Last synced: 10 days ago
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Machine Learning Algorithms

• Host: GitHub
• URL: https://github.com/nathanielng/machine-learning
• Owner: nathanielng
• License: apache-2.0
• Created: 2016-10-04T11:04:52.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2021-04-04T10:24:47.000Z (almost 4 years ago)
• Last Synced: 2024-11-08T13:12:24.891Z (2 months ago)
• Topics: machine-learning
• Language: HTML
• Homepage: https://nathanielng.github.io/machine-learning/
• Size: 1.57 MB
• Stars: 2
• Watchers: 5
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# [Machine Learning & Algorithms](https://nathanielng.github.io/machine-learning)

## [Learning from Data](https://work.caltech.edu/telecourse) | Caltech

1. [The Perceptron](https://nathanielng.github.io/machine-learning/perceptron/perceptron.html)

2. [Linear Regression](https://nathanielng.github.io/machine-learning/perceptron/linearregression.html)

3. [Generalisation](https://nathanielng.github.io/machine-learning/perceptron/generalisation.html)

4. [Logistic Regression](https://nathanielng.github.io/machine-learning/perceptron/logistic-regression.html)

5. [Regularization](https://nathanielng.github.io/machine-learning/perceptron/regularization.html)

6. [Quadratic Programming](https://nathanielng.github.io/machine-learning/perceptron/quadratic-programming.html)

7. [Digit Recognition](https://nathanielng.github.io/machine-learning/perceptron/digit-recognition.html)




View this repository's Jupyter Notebooks in Colab

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/nathanielng/machine-learning)

## Resources

- [https://nathanielng.github.io/machine-learning/RESOURCES](https://nathanielng.github.io/machine-learning/RESOURCES)