https://github.com/cserajdeep/1dcnn-iris-pytorch

1 Dimensional Convolutional Neural Network for Iris dataset classification
https://github.com/cserajdeep/1dcnn-iris-pytorch

1d-cnn classification cnn-classification deep-neural-networks iris-dataset python pytorch

Last synced: 30 days ago
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1 Dimensional Convolutional Neural Network for Iris dataset classification

• Host: GitHub
• URL: https://github.com/cserajdeep/1dcnn-iris-pytorch
• Owner: cserajdeep
• License: mit
• Created: 2021-07-08T03:54:58.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-07-08T03:58:28.000Z (almost 4 years ago)
• Last Synced: 2025-03-27T22:39:56.461Z (about 2 months ago)
• Topics: 1d-cnn, classification, cnn-classification, deep-neural-networks, iris-dataset, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 99.6 KB
• Stars: 13
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# 1D-CNN 

 ```ruby

 class OneDCNN(nn.Module):

  def __init__(self, num_classes, in_channels, out_channels, kernel_size=3, stride=1):

    super(OneDCNN,self).__init__()

    self.in_channels = in_channels

    self.out_channels = out_channels

    self.kernel_size = kernel_size

    

    self.conv1d = nn.Conv1d(in_channels, out_channels, kernel_size)

    self.relu = nn.ReLU(inplace=True)

    self.fc1 = nn.Linear(out_channels,50)

    self.fc2 = nn.Linear(50,num_classes)

 ```

# Area Under Curve 



# 1DCNN IRIS PyTorch