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Neural Networks Part 5: ArgMax and SoftMax
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When your Neural Network has more than one output, then it is very common to train with SoftMax and, once trained, swap SoftMax out for ArgMax. This video give you all the details on these two methods so that you'll know when and why to use ArgMax or SoftMax.
NOTE: This StatQuest assumes that you already understand:
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Buying my book, The StatQuest Illustrated Guide to Machine Learning:
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0:00 Awesome song and introduction
2:02 ArgMax
4:21 SoftMax
6:36 SoftMax properties
9:31 SoftMax general equation
10:20 SoftMax derivatives
#StatQuest #NeuralNetworks #ArgMax #SoftMax
NOTE: This StatQuest assumes that you already understand:
For a complete index of all the StatQuest videos, check out:
If you'd like to support StatQuest, please consider...
Buying my book, The StatQuest Illustrated Guide to Machine Learning:
...or...
...a cool StatQuest t-shirt or sweatshirt:
...buying one or two of my songs (or go large and get a whole album!)
...or just donating to StatQuest!
Lastly, if you want to keep up with me as I research and create new StatQuests, follow me on twitter:
0:00 Awesome song and introduction
2:02 ArgMax
4:21 SoftMax
6:36 SoftMax properties
9:31 SoftMax general equation
10:20 SoftMax derivatives
#StatQuest #NeuralNetworks #ArgMax #SoftMax
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