Created
August 18, 2023 05:25
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| import torch | |
| import numpy as np | |
| from tqdm import tqdm | |
| import plotly.express as px # for visualisation | |
| import plotly.io as pio | |
| pio.renderers.default = 'iframe' | |
| class LinearRegressor(torch.nn.Module): | |
| """ | |
| Building a simple linear regression model with pytorch | |
| """ | |
| def __init__(self): | |
| super(LinearRegressor,self).__init__() | |
| self.l1 = torch.nn.Linear(1,1) # setting up linear layer of 1 input and 1 output | |
| def forward(self, x): | |
| out = self.l1(x) | |
| return out |
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