Created
December 20, 2022 19:39
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Statistical rethinking with Python
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| # Tensorflow | |
| import tensorflow as tf | |
| x = tf.range(1, 3, dtype='float32') | |
| x *= 10 | |
| x = tf.math.log(x) | |
| x = tf.reduce_sum(x) | |
| x = tf.math.exp(x) | |
| # PyMC | |
| import numpy as np | |
| x = np.arange(1, 3) | |
| x *= 10 | |
| x = np.log(x) | |
| x = np.sum(x) | |
| x = np.exp(x) |
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