【文件属性】：
文件名称：keras-deep-learning:CNN，RNN，LSTM，GAN等的各种实现和项目
文件大小：7.51MB
文件格式：ZIP
更新时间：2021-05-17 23:20:20
deep-learning keras text-generation lstm gan
深度学习和认知计算作业
深度学习和认知计算的所有作业清单
Assignment 1 : Multi Layer Perceptron on cifar10 dataset to classify images
Assignment 2 : Convolutional Neural Networks on cifar10 dataset to classify images
Midterm Project :
a) TV Script generation using Simpsons dataset
b) English to French translation
c) Face generation using Generative Adverserial Networks
Assignment 3 : Video classification on UCF11 datas
【文件预览】：
keras-deep-learning-master
----Assignment 2 - CNN on cifar10()
--------Assignment-2-report.pdf(500KB)
--------cognitive-modified-assignment1-cnn.ipynb(110KB)
--------README.md(342B)
----LICENSE(1KB)
----Final Project - News Headline Generation and Validation()
--------.ipynb_checkpoints()
--------model.ipynb(581B)
--------train_test_google_news.ipynb(4KB)
--------Project proposal.pdf(318KB)
--------load_google_news_numpy.ipynb(5KB)
--------README.md(1KB)
--------report.pdf(476KB)
--------data()
--------blue_scores.pickle(116B)
--------templates()
--------.gitignore(271B)
--------test_output.txt(59KB)
--------app.ipynb(41KB)
--------model_preparation.ipynb(1.12MB)
--------final-project.pdf(964KB)
----Midterm Projects- GAN, LSTM, RNN etc()
--------Celebrity Face Generation()
--------TV Script Generation - Simpsons dataset()
--------README.md(344B)
--------Language Translation - French to English()
----README.md(1KB)
----Assignment 3 - Video classification on ucf11()
--------video-classification-model-conv3d-100.ipynb(79KB)
--------video_classification.ipynb(13KB)
--------README.md(1KB)
--------video-classification-model-conv3d.ipynb(67KB)
----Assignment 1 - MLP on cifar10()
--------CNNConfig.INI(406B)
--------Assignment1-CNN-Ciphar10.ipynb(68KB)
--------README.md(558B)
--------Report_CNN.pdf(425KB)
--------Report_MLP.pdf(546KB)
--------MLPConfig.INI(234B)
--------cifar10-assignment1-cognitive-mlp.ipynb(70KB)