deeplearning:deeplearning.ai上的深度学习专业源码

qqdim66591 11 0 ZIP 2021-02-22 17:02:51

深度学习

文件列表

deeplearning-master.zip (预估有个79文件)

deeplearning-master

01_Intor_Deep_Learning

Coding Assignments

Week4

dnn_utils_v2.py 2KB

Deep+Neural+Network+-+Application+v8.ipynb 262KB

Building_your_Deep_Neural_Network_Step_by_Step_v8a.ipynb 55KB

dnn_app_utils_v3.py 14KB

Week3

Planar_data_classification_with_onehidden_layer_v6c.ipynb 550KB

Week2

Logistic_Regression_with_a_Neural_Network_mindset_v6a.ipynb 132KB

testCases_v2.py 9KB

planar_utils.py 9KB

Python_Basics_With_Numpy_v3a.ipynb 42KB

Lecture Notes

C1W2L04.pptx 376KB

C1W2L03.pptx 892KB

week3

C1W3L07.pptx 305KB

C1W3L06.pptx 370KB

C1W3L03.pptx 545KB

C1W3L05.pptx 213KB

C1W3L04.pptx 330KB

C1W3L02.pptx 569KB

C1W3L01.pptx 168KB

C1W2L06.pptx 439KB

C1W2L02.pptx 357KB

Notations.pdf 256KB

C1W2L01.pptx 4.45MB

Logistic_Regression_Cost_Function.pdf 472KB

02_Improving_Deep_NN

Coding Assignments

Week3

.ipynb_checkpoints

TensorFlow_Tutorial_v3b-checkpoint.ipynb 204KB

TensorFlow_Tutorial_v3b.ipynb 205KB

improve_utils.py 11KB

datasets

train_signs.h5 12.67MB

test_signs.h5 1.41MB

tf_utils.py 5KB

__pycache__

tf_utils.cpython-37.pyc 3KB

Week1

Gradient+Checking+v1.ipynb 26KB

init_utils.py 7KB

Initialization.ipynb 268KB

Regularization_v2a.ipynb 268KB

reg_utils.py 10KB

gc_utils.py 2KB

Week2

Optimization_methods_v1b.ipynb 327KB

opt_utils.py 8KB

_68f7054021401dd63a58171c9f7cbb86_C2W2L08.pptx 235KB

README.md 15B

05_RNN_for_NLP

Week3

Neural_machine_translation_with_attention_v4a.ipynb 95KB

td_utils.py 2KB

nmt_utils.py 7KB

Trigger_word_detection_v1a.ipynb 11.81MB

Week1

Building_a_Recurrent_Neural_Network_Step_by_Step_v3a.ipynb 106KB

Dinosaurus_Island_Character_level_language_model_final_v3a.ipynb 60KB

rnn_utils.py 5KB

Improvise_a_Jazz_Solo_with_an_LSTM_Network_v3a.ipynb 1.78MB

Week2

w2v_utils.py 5KB

emo_utils.py 4KB

Emojify_v2a.ipynb 76KB

Operations_on_word_vectors_v2a.ipynb 34KB

04_Convolutional_NN

Coding Assignments

Week4

inception_blocks_v2.py 11KB

Face_Recognition_v3a.ipynb 33KB

Art_Generation_with_Neural_Style_Transfer_v3a _sol.ipynb 750KB

Art_Generation_with_Neural_Style_Transfer_v3a.ipynb 49KB

nst_utils.py 7KB

fr_utils.py 8KB

Week3

model_data

yolo_anchors.txt 90B

.Rhistory 0B

yolo_utils.py 3KB

Autonomous_driving_application_Car_detection_v3a.ipynb 55KB

Autonomous_driving_application_Car_detection_v3a_sol.ipynb 251KB

Week1

.ipynb_checkpoints

Convolution_model_Application_v1a_solution-checkpoint.ipynb 55KB

Convolution_model_Application_tf2-checkpoint.ipynb 29KB

Convolution_model_Application_v1a-checkpoint.ipynb 34KB

cnn_utils.py 5KB

Convolution_model_Step_by_Step_v2a.ipynb 55KB

Convolution_model_Application_tf2.ipynb 30KB

datasets

train_signs.h5 12.67MB

test_signs.h5 1.41MB

Convolution_model_Application_v1a.ipynb 36KB

__pycache__

cnn_utils.cpython-37.pyc 4KB

Convolution_model_Step_by_Step_v2a_solutions.ipynb 69KB

Convolution_model_Application_v1a_solution.ipynb 55KB

Week2

Keras_Tutorial_v2a_sol .ipynb 23KB

Residual_Networks_v2a.ipynb 40KB

Keras_Tutorial_v2a.ipynb 20KB

kt_utils.py 983B

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deeplearning:deeplearning.ai上的深度学习专业 源码

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