https://github.com/regulusreddy/machine-learning
ML algorithms from Scratch
https://github.com/regulusreddy/machine-learning
machine-learning-algorithms python-2 sklearn
Last synced: 5 months ago
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ML algorithms from Scratch
- Host: GitHub
- URL: https://github.com/regulusreddy/machine-learning
- Owner: regulusreddy
- Created: 2018-01-05T22:02:03.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2018-01-05T22:22:39.000Z (over 8 years ago)
- Last Synced: 2025-01-19T02:52:14.845Z (over 1 year ago)
- Topics: machine-learning-algorithms, python-2, sklearn
- Language: Python
- Size: 25.4 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Machine-Learning
## ML algorithms from Scratch
* Principal Component Analysis
* Linear Discriminant Analysis from scratch and using Sklearn
* PCA vs LDA
* Linear Regression from scratch and using Sklearn
* Logistic Regression
* Neural Networks for linear regression using Gradient Descent
* Neural Networks for Binary Classification using Gradient Descent with Leave-one-out cross-validation(LOOCV)