CS231N作业源码，斯坦福机器学习课
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2019-01-19
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cs231n-master.zip （96个子文件） 
cs231n-master assignment1 
features.ipynb 353KB frameworkpython 412B knn.ipynb 401KB two_layer_net.ipynb 739KB svm.ipynb 433KB start_ipython_osx.sh 113B cs231n vis_utils.py 2KB features.py 5KB classifiers softmax.py 3KB linear_svm.py 4KB k_nearest_neighbor.py 8KB __init__.py 103B neural_net.py 11KB linear_classifier.py 5KB __init__.py 0B data_utils.py 5KB gradient_check.py 3KB datasets get_datasets.sh 134B .gitignore 88B
requirements.txt 799B .gitignore 19B collectSubmission.sh 160B .ipynb_checkpoints two_layer_net-checkpoint.ipynb 739KB svm-checkpoint.ipynb 344KB features-checkpoint.ipynb 353KB knn-checkpoint.ipynb 401KB softmax-checkpoint.ipynb 66KB README.md 130B softmax.ipynb 66KB assignment2 frameworkpython 412B
kitten.jpg 21KB Dropout.ipynb 49KB FullyConnectedNets.ipynb 415KB start_ipython_osx.sh 113B ConvolutionalNetworks.ipynb 374KB puppy.jpg 37KB BatchNormalization.ipynb 220KB cs231n vis_utils.py 2KB im2col.py 2KB optim.py 6KB fast_layers.py 9KB classifiers cnn.py 6KB __init__.py 0B fc_net.py 16KB layer_utils.py 3KB __init__.py 0B solver.py 9KB data_utils.py 7KB setup.py 298B .gitignore 41B layers.py 28KB im2col_cython.pyx 5KB gradient_check.py 3KB datasets get_datasets.sh 134B .gitignore 88B requirements.txt 801B .gitignore 19B collectSubmission.sh 194B .ipynb_checkpoints Dropout-checkpoint.ipynb 49KB ConvolutionalNetworks-checkpoint.ipynb 374KB BatchNormalization-checkpoint.ipynb 220KB FullyConnectedNets-checkpoint.ipynb 430KB README.md 6KB assignment3 sky.jpg 145KB LSTM_Captioning.ipynb 1.5MB frameworkpython 412B ImageGradients.ipynb 855KB kitten.jpg 21KB start_ipython_osx.sh 113B cs231n captioning_solver.py 8KB im2col.py 2KB optim.py 3KB fast_layers.py 9KB classifiers pretrained_cnn.py 10KB rnn.py 12KB __init__.py 0B rnn_layers.py 19KB layer_utils.py 4KB __init__.py 0B data_utils.py 7KB setup.py 298B .gitignore 41B layers.py 9KB coco_utils.py 3KB im2col_cython.pyx 5KB image_utils.py 2KB gradient_check.py 3KB datasets get_pretrained_model.sh 52B get_coco_captioning.sh 103B get_tiny_imagenet_a.sh 113B requirements.txt 801B .gitignore 19B RNN_Captioning.ipynb 3.65MB collectSubmission.sh 193B ImageGeneration.ipynb 1.01MB README.md 1KB资源评论
