machine-learning-in-fundamental-physics-2019
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machine-learning-in-fundamental-physics-2019-master.zip （61个子文件） 
machine-learning-in-fundamental-physics-2019-master 04 
MarioGaimann_04.ipynb 2.57MB MarioGaimann_04_corr.ipynb 2.58MB .ipynb_checkpoints lecture07-checkpoint.ipynb 119KB lecture08-checkpoint.ipynb 33KB MarioGaimann_04_corr-checkpoint.ipynb 2.58MB MarioGaimann_04-checkpoint.ipynb 2.57MB 02 MarioGaimann_02.ipynb 2.63MB .ipynb_checkpoints ML_ExerciseSheet2_DavidOutland-checkpoint.ipynb 1.98MB MarioGaimann_02-checkpoint.ipynb 2.63MB lecture03-checkpoint.ipynb 2.53MB MarioGaimann_02_corr-checkpoint.ipynb 2.95MB lecture02-checkpoint.ipynb 274KB MarioGaimann_02_corr.ipynb 2.95MB README.md 540B 07 MarioGaimann_07_corr.ipynb 489KB .ipynb_checkpoints MatteoGuardiani_07-checkpoint.ipynb 252KB MarioGaimann_07-checkpoint.ipynb 488KB SolutionExercise7-checkpoint.ipynb 28KB MarioGaimann_07_corr-checkpoint.ipynb 489KB LICENSE 1KB 03 MarioGaimann_03.ipynb 671KB Census.csv 571KB MarioGaimann_03_corr.ipynb 671KB .ipynb_checkpoints lecture05-checkpoint.ipynb 63KB lecture04-checkpoint.ipynb 369KB MarioGaimann_03-checkpoint.ipynb 671KB SolutionExercises3-checkpoint.ipynb 132KB SupplementaryMaterial3.ipynb 91KB 05 keras_cifar10_trained_model.h5 9.59MB MarioGaimann_05_corr.ipynb 1MB .ipynb_checkpoints MarioGaimann_05_corr-checkpoint.ipynb 1MB MarioGaimann_05-checkpoint.ipynb 1MB SolutionExercise5-checkpoint.ipynb 21KB
model.png 126KB MarioGaimann_05.ipynb 208KB img classifier.png 16KB decision_trees.png 125KB clustering.png 14KB gradient_descent.png 418KB 06 MarioGaimann_06_corr.ipynb 232KB MarioGaimann_06.ipynb 231KB .ipynb_checkpoints SolutionExercise6-checkpoint.ipynb 26KB MarioGaimann_06_corr-checkpoint.ipynb 232KB MarioGaimann_06-checkpoint.ipynb 28KB
1505.04597.pdf 1.57MB 4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf 1.35MB
proof.jpg 152KB 09 wgan.ipynb 661KB .ipynb_checkpoints SolutionExercise9-checkpoint.ipynb 25KB MarioGaimann_09_corr-checkpoint.ipynb 1.29MB MarioGaimann_09-checkpoint.ipynb 25KB gan-checkpoint.ipynb 281KB MarioGaimann_09_corr.ipynb 1.29MB gan.ipynb 281KB MarioGaimann_09.ipynb 1.3MB ml_for_physicists.pdf 11.67MB 00 MarioGaimann_getting_started.ipynb 341KB 01 MarioGaimann_01_corr.ipynb 341KB .ipynb_checkpoints MarioGaimann_01-checkpoint.ipynb 341KB MarioGaimann_01_corr-checkpoint.ipynb 341KB MarioGaimann_01.ipynb 341KB
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