https://github.com/cserajdeep/ml-tutorials
My repository for python implementation of a few prominent machine learning algorithms
https://github.com/cserajdeep/ml-tutorials
ann artificial-neural-networks backpropagation backpropagation-learning-algorithm gradient gradient-descent gradientde kmeans-clustering knn-classification linear-algebra machine-learning ordinary-least-square-regression pca pso python radial-basis-function rbf scikit-learn sgd stocastic-gradient-descent
Last synced: about 1 month ago
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My repository for python implementation of a few prominent machine learning algorithms
- Host: GitHub
- URL: https://github.com/cserajdeep/ml-tutorials
- Owner: cserajdeep
- License: mit
- Created: 2021-05-10T20:15:18.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2025-02-12T21:06:35.000Z (3 months ago)
- Last Synced: 2025-02-12T22:22:26.461Z (3 months ago)
- Topics: ann, artificial-neural-networks, backpropagation, backpropagation-learning-algorithm, gradient, gradient-descent, gradientde, kmeans-clustering, knn-classification, linear-algebra, machine-learning, ordinary-least-square-regression, pca, pso, python, radial-basis-function, rbf, scikit-learn, sgd, stocastic-gradient-descent
- Language: Jupyter Notebook
- Homepage:
- Size: 1020 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
PCA: https://www.cs.princeton.edu/picasso/mats/PCA-Tutorial-Intuition_jp.pdf
KMeans: https://youtu.be/qg_M37WGKG8
KNN: https://youtu.be/PNglugooJUQ
Ordinary Least Squared Method (OLS)
Stocastic Gradient Descent (SGD)
Linear Regression: https://towardsdatascience.com/linear-regression-detailed-view-ea73175f6e86
Logistic Regression: https://www.youtube.com/watch?v=yIYKR4sgzI8
Artificial Neural Network (ANN)
Radial Basis Function (RBF)
# Machine Learning Tutorials