Created
January 22, 2019 14:51
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| num_datapoints = 1000 | |
| x = np.random.rand(num_datapoints) | |
| # our model will guess m and b: | |
| m = 7; | |
| b = 13; | |
| f = 2; | |
| # high school flashbacks | |
| y = m * x + b; | |
| # randomly shift some datapoints up or down, to make it a little more interesting | |
| y = y + np.random.normal(size=num_datapoints) * 0.5 |
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