https://github.com/caite21/machine-learning

Collection of Machine Learning Python Scripts.
https://github.com/caite21/machine-learning

Last synced: about 2 months ago
JSON representation

Collection of Machine Learning Python Scripts.

• Host: GitHub
• URL: https://github.com/caite21/machine-learning
• Owner: caite21
• Created: 2024-02-09T05:06:08.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-11-13T21:47:26.000Z (about 2 months ago)
• Last Synced: 2024-11-13T22:30:06.003Z (about 2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 1.22 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Machine Learning 

Collection of Machine Learning Python/Jupyter Notebook Files

### Classical Machine Learning using Scikit-learn:

- Regression: [House_Price_Regression](https://github.com/caite21/Machine-Learning/blob/main/House_Price_Regression.ipynb)

- Decision Trees: [Poisonous_Mushroom_Decision_Trees](https://github.com/caite21/Machine-Learning/blob/main/Poisonous_Mushroom_Decision_Trees.ipynb)

- K-Nearest Neighbors (kNN): [kNN_Cancer_Classifier](https://github.com/caite21/Machine-Learning/blob/main/kNN_cancer_classifier.py)

- Fuzzy Logic: [Tip_Decision_Fuzzy_Logic](https://github.com/caite21/Machine-Learning/blob/main/tip_decision_fuzzy_logic.py)

### Deep Learning using TensorFlow:

- Convolutional Neural Networks (CNN): [CNN_CIFAR10](https://github.com/caite21/Machine-Learning/blob/main/CNN_CIFAR10.ipynb)

- Neural Network: [Wine_MLP](https://github.com/caite21/Machine-Learning/blob/main/MLP_with_backprop.py)