MachineLearning

These are a collection of machine learning codes and mini projects.

Name		Name	Last commit message	Last commit date
1. Linear Regression		1. Linear Regression
10. Artificial Neural Network		10. Artificial Neural Network
11. CNN		11. CNN
12. CNN on MNIST Dataset		12. CNN on MNIST Dataset
13. Data Augmentation		13. Data Augmentation
14. Markov Chain		14. Markov Chain
15. ResNet 50 Demo		15. ResNet 50 Demo
16. Tiny Imagenet		16. Tiny Imagenet
17. word2vec		17. word2vec
18. MNIST GAN		18. MNIST GAN
19. MNIST DC GAN		19. MNIST DC GAN
2. Linear Regression with Multiple Features		2. Linear Regression with Multiple Features
20. Transfer Learning		20. Transfer Learning
21. RNN		21. RNN
22. K Means Clustering		22. K Means Clustering
23. SVM		23. SVM
24. Decision tree and Random Forest		24. Decision tree and Random Forest
3. Closed Form Solution - Linear Regression		3. Closed Form Solution - Linear Regression
4. Lowess Weighted Regression		4. Lowess Weighted Regression
5. Logistics Regression		5. Logistics Regression
6. KNN		6. KNN
7. NLTK		7. NLTK
8. Naive Bayes		8. Naive Bayes
9. Perceptrons & Neural Networks		9. Perceptrons & Neural Networks
CAPSTONE PROJECTS/Music Generation		CAPSTONE PROJECTS/Music Generation
Challenges		Challenges
Projects		Projects
Reinforcement Learning		Reinforcement Learning
README.md		README.md

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