Machine-Learning-for-Physics

Week1 - Basic ML: Curve Fitting

Week2 - Introduction to backpropagation

Week3 - Identifying MNIST Images

Week4 - Autoencoders, Convolutional Neural Networks

Week5 - Unsupervised Dimensionality Reduction: PCA, tSNE

Week6 - Long Short-Term Memory

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
README.md		README.md
Week1_CurveFitting.ipynb		Week1_CurveFitting.ipynb
Week2_BackPropgationML.ipynb		Week2_BackPropgationML.ipynb
Week3_MNISTimageRocognition.ipynb		Week3_MNISTimageRocognition.ipynb
Week4_AutoencoderChallenge.ipynb		Week4_AutoencoderChallenge.ipynb
Week4_MNIST_CNN.ipynb		Week4_MNIST_CNN.ipynb
Week5_Excercise.ipynb		Week5_Excercise.ipynb
Week6_Exercise.ipynb		Week6_Exercise.ipynb

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