文件名称:deep_learning:深度学习实践
文件大小:32.98MB
文件格式:ZIP
更新时间:2024-06-05 13:04:22
deep-learning tensorflow keras pytorch tensorlayer
deep_learning deep learning 相关实例 VGG ResNet ... Keras、TensorLayer 做图像分类 Keras、TensorLayer 做回归任务,房价预测 Keras、TensorLayer 做文本情感分析 Keras、TensorLayer 函数式模型多输出车牌识别 Tensorflow 实例代码 PyTorch 实例代码 训练数据太大没有上传 Use Setup # install dependencies pip install -r requirements.txt
【文件预览】:
deep_learning-master
----.gitignore(1KB)
----README.md(457B)
----dl_tensorLayer()
--------neural_network.py(4KB)
--------tl_cifar10.py(3KB)
--------tl_mnist_01.py(3KB)
--------gradient_descent.py(727B)
--------tl_test.py(4KB)
--------tl_mnist.py(3KB)
--------tl_vgg16.py(11KB)
--------tl_catdog.py(5KB)
----resources()
--------font()
----.vscode()
--------launch.json(7KB)
--------settings.json(81B)
--------tasks.json(568B)
----LICENSE(1KB)
----utility()
--------gen_img.py(1KB)
--------genplate.py(8KB)
--------__init__.py(0B)
--------pytorchviz.py(4KB)
----deepdream.jpg(58KB)
----dl_keras()
--------gen_wrods.py(3KB)
--------keras_lstm.py(3KB)
--------hous_price.py(2KB)
--------gen_poetry.py(3KB)
--------resnet.py(3KB)
--------recommend_dnn.py(9KB)
--------keras_regression.py(1KB)
--------densenet.py(3KB)
--------lstm_seg.py(6KB)
--------textAnalysis.py(7KB)
--------wide_deep.py(3KB)
--------face.py(5KB)
--------deblur()
--------keras_movies.py(4KB)
--------cat_dog.py(4KB)
--------pm_predict.py(5KB)
--------bitcoin_price.py(12KB)
--------licenseplate.py(4KB)
--------densenet-ocr.py(6KB)
----dl_tensorflow()
--------tf_lr.py(1KB)
--------tf_multilstm.py(6KB)
--------tf_records.py(4KB)
--------tf_eager.py(3KB)
--------deepdream.py(6KB)
--------wide_deep.py(7KB)
--------movie_recommend()
--------tf_GAN.py(15KB)
--------tf_logistic_reg.py(2KB)
--------tf_mnist.py(3KB)
----requirements.txt(5KB)
----dl_torch()
--------torch_CIFAR10.py(5KB)
--------torch_GAN.py(8KB)
--------torch_basic.py(3KB)
--------torch_mnist.py(5KB)
--------torch_dogcat.py(3KB)
--------torch_RNN.py(2KB)
--------torch_autoencoder.py(4KB)
--------torch_embedding.py(3KB)
--------torch_vgg.py(3KB)
--------torch_resnet.py(8KB)