https://github.com/prakharchoudhary/gear-ml

A collection of various machine learning algorithms. Implemented from scratch.
https://github.com/prakharchoudhary/gear-ml

Last synced: about 1 month ago
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A collection of various machine learning algorithms. Implemented from scratch.

• Host: GitHub
• URL: https://github.com/prakharchoudhary/gear-ml
• Owner: prakharchoudhary
• License: mit
• Created: 2017-10-31T13:46:31.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-01-06T11:59:34.000Z (about 7 years ago)
• Last Synced: 2025-01-01T07:14:02.879Z (about 2 months ago)
• Language: Python
• Size: 4.88 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# gear-ml

A collection of various machine learning algorithms.

## Algorithms

### Supervised Learning

* - [ ] Logistic Regression

* - [ ] Naive Bayes

* - [ ] Decision Trees

* - [ ] Linear Discrimant Analysis

* - [ ] Multi class LDA

* - [ ] Perceptron

* - [ ] Multilayer Perceptron

* - [ ] k Nearest Neighbours

* - [ ] Support Vector Machine

* - [ ] Regression

* - [ ] RandomForest

* - [ ] AdaBoost

* - [ ] XGboost

### Unsupervised Learning

* - [ ] Principal Component Analysis

* - [ ] K-Means Clustering

* - [ ] Gaussian Mixture Models

* - [ ] DBSCAN

* - [ ] Apriori

### Examples

Examples for all the implemented algorithms.