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[FreeCoursesOnline.Me] [Packt] PyTorch Deep Learning in 7 Days [FCO]
magnet:?xt=urn:btih:e556b7746f872327a502df9e3c5d16b34b43abda&dn=[FreeCoursesOnline.Me] [Packt] PyTorch Deep Learning in 7 Days [FCO]
磁力链接详情
Hash值:
e556b7746f872327a502df9e3c5d16b34b43abda
点击数:
98
文件大小:
1.27 GB
文件数量:
40
创建日期:
2019-6-28 09:27
最后访问:
2024-7-13 15:34
访问标签:
FreeCoursesOnline
Me
Packt
PyTorch
Deep
Learning
in
7
Days
FCO
文件列表详情
01.Getting started with PyTorch/0101.The Course overview.mp4 23.54 MB
01.Getting started with PyTorch/0102.Quick Intro to PyTorch.mp4 31.78 MB
01.Getting started with PyTorch/0103.Installation and Jupyter Notebook Setup.mp4 13.89 MB
01.Getting started with PyTorch/0104.Tensors and Basic Tensor Operations.mp4 129.13 MB
01.Getting started with PyTorch/0105.Advanced Tensor Operations.mp4 26.74 MB
01.Getting started with PyTorch/0106.Loading and Saving Data.mp4 15.11 MB
01.Getting started with PyTorch/0107.Assignment.mp4 4.08 MB
02.Building a Neural Network/0201.Introduction to Neural Networks.mp4 13.58 MB
02.Building a Neural Network/0202.Creating a Neural Network with PyTorch Sequential.mp4 80.42 MB
02.Building a Neural Network/0203.Activations, Loss Functions, and Gradients.mp4 73.73 MB
02.Building a Neural Network/0204.Forward and Backward Passes.mp4 69.76 MB
02.Building a Neural Network/0205.Building a Network with nn.Module.mp4 137.26 MB
02.Building a Neural Network/0206.Assignment.mp4 2.98 MB
03.Regression and Classification/0301.Loading Structured Data for Classification.mp4 97.33 MB
03.Regression and Classification/0302.Preprocessing Data.mp4 80.24 MB
03.Regression and Classification/0303.Classification, Accuracy, and the Confusion Matrix.mp4 18.35 MB
03.Regression and Classification/0304.Loading Structured Data for Regression.mp4 107.09 MB
03.Regression and Classification/0305.Neural Networks for Regression.mp4 74.95 MB
03.Regression and Classification/0306.Assignment.mp4 2.28 MB
04.Implementing Convolutional Neural Networks/0401.Convolutional Networks for Image Analysis.mp4 12.3 MB
04.Implementing Convolutional Neural Networks/0402.Convolutional Concepts Filters, Strides, Padding, and Pooling.mp4 5.94 MB
04.Implementing Convolutional Neural Networks/0403.Implementing a Convolutional Network.mp4 13.13 MB
04.Implementing Convolutional Neural Networks/0404.Visualizing Convolutional Network Layers.mp4 14.16 MB
04.Implementing Convolutional Neural Networks/0405.Implementing an End-To-End Deep Convolutional Network.mp4 13.06 MB
04.Implementing Convolutional Neural Networks/0406.Assignment.mp4 513.72 KB
05.Implementing Transfer Learning/0501.Transfer Learning and Prebuilt Models.mp4 5.44 MB
05.Implementing Transfer Learning/0502.Deep Learning with VGG.mp4 11.39 MB
05.Implementing Transfer Learning/0503.Transfer Learning with VGG.mp4 15.63 MB
05.Implementing Transfer Learning/0504.Transfer Learning with ResNet.mp4 24.38 MB
05.Implementing Transfer Learning/0505.Assignment.mp4 902.64 KB
06.LSTM and Embedding for Natural Language Models/0601.Recurrent Networks, RNN, and LSTM, GRU.mp4 8.32 MB
06.LSTM and Embedding for Natural Language Models/0602.Text Modeling with Bag-of-Words.mp4 7.88 MB
06.LSTM and Embedding for Natural Language Models/0603.Sentiment Analysis with Bag-of-Words.mp4 16.05 MB
06.LSTM and Embedding for Natural Language Models/0604.Sentiment Analysis with Word Embeddings.mp4 25.73 MB
06.LSTM and Embedding for Natural Language Models/0605.Assignment.mp4 631.75 KB
07.Deep Convolutional Generative Adversarial Networks/0701.Introduction to GANs and DCGANs.mp4 18.27 MB
07.Deep Convolutional Generative Adversarial Networks/0702.Implementing DCGAN Model with PyTorch.mp4 14.51 MB
07.Deep Convolutional Generative Adversarial Networks/0703.Training and Evaluating DCGAN on an Image Dataset.mp4 33.02 MB
07.Deep Convolutional Generative Adversarial Networks/0704.Improving Performance.mp4 37.91 MB
07.Deep Convolutional Generative Adversarial Networks/0705.Assignment.mp4 18.17 MB
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