[Feature Request]: Machine Learning Algorithms

[Parna06]

Is there an existing issue for this?

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Feature Description

Machine Learning Algorithms for GitHub Feature Request

1. Linear Regression: Predicts continuous values using a linear relationship.
2. Logistic Regression: Classifies binary outcomes using probability.
3. Decision Trees: Tree-like model for classification and regression.
4. Random Forest: Ensemble of decision trees for improved accuracy.
5. SVM: Classifies data by finding the optimal separating hyperplane.
6. k-NN: Classifies based on nearest neighbors.
7. Naive Bayes: Probabilistic classifier assuming feature independence.
8. Gradient Boosting: Sequential models improving prediction accuracy.
9. ANN: Neural network for capturing complex patterns.
10. CNN: Neural network specialized for image recognition.
11. RNN: Neural network for sequential data processing.
12. Clustering (k-Means): Unsupervised grouping of similar data points.

Record

• [X] I agree to follow this project's Code of Conduct
• [X] I want to work on this issue
• [X] I'm willing to provide further clarification or assistance if needed.

Full Name

Parna Das

Participant Role

GSSOC

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