GitHub - bonjarlow/mlreview_notebooks: Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."

bonjarlow / mlreview_notebooks Public

Notebooks for "A high bias low-variance introduction to Machine Learning for physicists."

physics.bu.edu/~pankajm/mlnotebooks.html

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
NB-README.md		NB-README.md
NB10_CVIII-XGboost_susy.ipynb		NB10_CVIII-XGboost_susy.ipynb
NB11_CIX-DNN_mnist_Keras.ipynb		NB11_CIX-DNN_mnist_Keras.ipynb
NB12_CIX-DNN_ising_TFlow.ipynb		NB12_CIX-DNN_ising_TFlow.ipynb
NB13_CIX-DNN_susy_Pytorch.ipynb		NB13_CIX-DNN_susy_Pytorch.ipynb
NB14_CX-CNN-ising-Pytorch.ipynb		NB14_CX-CNN-ising-Pytorch.ipynb
NB15-CXII-clustering.ipynb		NB15-CXII-clustering.ipynb
NB16_CXIII-EM_coin_toss.ipynb		NB16_CXIII-EM_coin_toss.ipynb
NB17_CXVI_RBM_mnist.ipynb		NB17_CXVI_RBM_mnist.ipynb
NB18_CXVI_RBM_ising.ipynb		NB18_CXVI_RBM_ising.ipynb
NB19_CXVII-Keras_VAE_MNIST.ipynb		NB19_CXVII-Keras_VAE_MNIST.ipynb
NB1_CII-ML_is_difficult.ipynb		NB1_CII-ML_is_difficult.ipynb
NB20_CXVII-Keras_VAE_ising.ipynb		NB20_CXVII-Keras_VAE_ising.ipynb
NB2_CIV-gradient_descent.ipynb		NB2_CIV-gradient_descent.ipynb
NB3_CVI-linreg_diabetes.ipynb		NB3_CVI-linreg_diabetes.ipynb
NB4_CVI-linreg_ising.ipynb		NB4_CVI-linreg_ising.ipynb
NB5_CVII-logreg_SUSY.ipynb		NB5_CVII-logreg_SUSY.ipynb
NB6_CVII-logreg_ising.ipynb		NB6_CVII-logreg_ising.ipynb
NB7_CVII-logreg_mnist.ipynb		NB7_CVII-logreg_mnist.ipynb
NB8_CVIII-bagging_perceptron.ipynb		NB8_CVIII-bagging_perceptron.ipynb
NB9_CVIII-randomforests_ising.ipynb		NB9_CVIII-randomforests_ising.ipynb