https://github.com/mainakrepositor/ml-algorithms

List of some top machine learning algorithms. Just give a dive and explore the world of ML
https://github.com/mainakrepositor/ml-algorithms

algorithms classification-algorithm clustering machine-learning natural-language-processing python3 random-forest regressions

Last synced: about 2 months ago
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List of some top machine learning algorithms. Just give a dive and explore the world of ML

• Host: GitHub
• URL: https://github.com/mainakrepositor/ml-algorithms
• Owner: MainakRepositor
• License: mit
• Created: 2020-10-26T12:07:02.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-09-23T13:40:27.000Z (over 3 years ago)
• Last Synced: 2025-04-07T00:27:31.353Z (2 months ago)
• Topics: algorithms, classification-algorithm, clustering, machine-learning, natural-language-processing, python3, random-forest, regressions
• Language: Jupyter Notebook
• Homepage:
• Size: 1010 KB
• Stars: 29
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# ML-Algorithms

List of some top machine learning algorithms. Just give a dive and explore the world of ML.








![Profile views](https://gpvc.arturio.dev/Naereen)

## A. Regressions

### 1.  Simple Linear Regression

### 2.  Multivariate Regression

### 3.  Polynomial Regression

### 4.  Support Vector Regression



## B. Classification 

### 5.  Decision tree classifier

### 6.  Random forest classifier

### 7.  Naive-Bayes classifier

### 8.  K-Nearest Neighbour

### 9.  Logistic regression classifier

### 10. Support Vector Machine



## C. Clustering

### 11.  K-Mean Clustering

### 12.  Heirirchical Clustering

### 13.  Spectral Clustering

### 14.  Agglomerative Clustering



## D. Reinforcement Learning

### 15.  Thompson Sampling

### 16.  Upper Confidence Bound

### 17.  Dimensionality Reduction (PCA)



## E. Association Rule Learning

### 18.  Apriori

### 19.  Eclat



### 20.  Cross Validation

## Made with 💛 by Mainak Chaudhuri.