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https://jakevdp.github.io/PythonDataScienceHandbook/04.08-multiple-subplots.html
**Linear Regression Derivation**
https://towardsdatascience.com/linear-regression-derivation-d362ea3884c2
**ASS*…
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Have the following imports
```
from __future__ import print_function, division
import math
import numpy as np
import copy
from mlfromscratch.deep_learning.activation_functions import Sigmoid, …
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!apt install mlfromscratch
Gives me:
Reading package lists... Done
Building dependency tree
Reading state information... Done
E: Unable to locate package mlfromscratch
!pip inst…
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I have been looking for answers for a while but got no luck
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Since the gradient was built from MSE, it should be divided by the number of training examples. However, this number is omitted in the code. This makes the learning rate dependent on the number of tra…
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Terminal Session:
```sh
$ python mlfromscratch/examples/polynomial_regression.py
Traceback (most recent call last):
File "mlfromscratch/examples/polynomial_regression.py", line 6, in
fro…
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clf.add(Conv2D(n_filters=16, filter_shape=(3,3), input_shape=(1,8,8), padding='same'))
clf.add(Activation('relu'))
clf.add(MaxPooling2D(pool_shape=(2, 2), stride=2))
clf.add(BatchNormal…
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https://github.com/eriklindernoren/ML-From-Scratch/blob/c5256ff2d9e507a055094d7ce8064138706ab483/mlfromscratch/deep_learning/neural_network.py#L100 since you use .acc .loss in the function loss .. ca…
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I run ` python mlfromscratch/unsupervised_learning/dcgan.py`,
The output is like that:
```
33 [D loss: 0.029268, acc: 100.00%] [G loss: 5.641379, acc: 0.00%]
34 [D loss: 0.024022, acc: 100.00%…
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Everything you need to know is in the title. ` mlfromscratch/supervised_learning/__init__.py` has references to undefined python files.
To reproduce, run: "python demo.py", you get:
ImportEr…