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LICENSE
LICENSE
 
 
PY580_Notebook01_ML_is_difficult.ipynb
PY580_Notebook01_ML_is_difficult.ipynb
 
 
PY580_Notebook02_Gradient_Descent.ipynb
PY580_Notebook02_Gradient_Descent.ipynb
 
 
PY580_Notebook03_Linear_Regression_1.ipynb
PY580_Notebook03_Linear_Regression_1.ipynb
 
 
PY580_Notebook04_Linear_Regression_2.ipynb
PY580_Notebook04_Linear_Regression_2.ipynb
 
 
PY580_Notebook05_Logistics_Regression_1.ipynb
PY580_Notebook05_Logistics_Regression_1.ipynb
 
 
PY580_Notebook06_Logistics_Regression_2.ipynb
PY580_Notebook06_Logistics_Regression_2.ipynb
 
 
PY580_Notebook07_Logistics_Regression_3.ipynb
PY580_Notebook07_Logistics_Regression_3.ipynb
 
 
PY580_Notebook08_Bagging_Perceptron.ipynb
PY580_Notebook08_Bagging_Perceptron.ipynb
 
 
PY580_Notebook09_Random_Forests.ipynb
PY580_Notebook09_Random_Forests.ipynb
 
 
PY580_Notebook10_XGBoost_SUSY.ipynb
PY580_Notebook10_XGBoost_SUSY.ipynb
 
 
PY580_Notebook11_DNNs_Keras.ipynb
PY580_Notebook11_DNNs_Keras.ipynb
 
 
PY580_Notebook12_2D_Ising_Tensorflow.ipynb
PY580_Notebook12_2D_Ising_Tensorflow.ipynb
 
 
PY580_Notebook13_DNNs_SUSY_PyTorch.ipynb
PY580_Notebook13_DNNs_SUSY_PyTorch.ipynb
 
 
PY580_Notebook14_CNNs_Ising_PyTorch.ipynb
PY580_Notebook14_CNNs_Ising_PyTorch.ipynb
 
 
PY580_Notebook15_Clustering.ipynb
PY580_Notebook15_Clustering.ipynb
 
 
PY580_Notebook16_Expectation_Maximization.ipynb
PY580_Notebook16_Expectation_Maximization.ipynb
 
 
PY580_Notebook17_Restricted_Boltzmann_Machines.ipynb
PY580_Notebook17_Restricted_Boltzmann_Machines.ipynb
 
 
PY580_Notebook18_Restricted_Boltzmann_Machines_Ising.ipynb
PY580_Notebook18_Restricted_Boltzmann_Machines_Ising.ipynb
 
 
PY580_Notebook19_Variational_Encoders.ipynb
PY580_Notebook19_Variational_Encoders.ipynb
 
 
PY580_Notebook20_Variational_Encoders_Ising.ipynb
PY580_Notebook20_Variational_Encoders_Ising.ipynb
 
 
README.md
README.md
 
 

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py580-MLforPhysicists

A repo for BU PY580 - Machine Learning for Physicists course. This course was taught by professor Pankaj Mehta, originally in 2021.

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A repo for BU PY580 - Machine Learning for Physicists course. This course was taught by professor Pankaj Mehta, originally in 2021.

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