Pytorch Quick Tip: Weight Initialization

Aladdin Persson · Beginner ·📐 ML Fundamentals ·5y ago
In this video I show an example of how to specify custom weight initialization for a simple network. Pytorch init docs: https://pytorch.org/docs/stable/nn.init.html ❤️ Support the channel ❤️ https://www.youtube.com/channel/UCkzW5JSFwvKRjXABI-UTAkQ/join Paid Courses I recommend for learning (affiliate links, no extra cost for you): ⭐ Machine Learning Specialization https://bit.ly/3hjTBBt ⭐ Deep Learning Specialization https://bit.ly/3YcUkoI 📘 MLOps Specialization http://bit.ly/3wibaWy 📘 GAN Specialization https://bit.ly/3FmnZDl 📘 NLP Specialization http://bit.ly/3GXoQuP ✨ Free Resource…
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Uploads from Aladdin Persson · Aladdin Persson · 39 of 60

1 computeCost.m Linear Regression Cost Function - Machine Learning
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2 gradientDescent.m Gradient Descent Implementation -  Machine Learning
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3 Neural Network from scratch - Part 1 (Standard Notation)
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4 Neural Network from scratch - Part 2 (Forward Propagation)
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5 Neural Network from scratch - Part 3 (Backward Propagation)
Neural Network from scratch - Part 3 (Backward Propagation)
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6 Neural Network from scratch - Part 4 (With Python)
Neural Network from scratch - Part 4 (With Python)
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7 sigmoid.m - Programming Assignment 2 Machine Learning
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8 costFunction.m - Programming Assignment 2 Machine Learning
costFunction.m - Programming Assignment 2 Machine Learning
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9 predict.m - Programming Assignment 2 Machine Learning
predict.m - Programming Assignment 2 Machine Learning
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10 costFunctionReg.m - Programming Assignment 2 Machine Learning
costFunctionReg.m - Programming Assignment 2 Machine Learning
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11 lrCostFunction.m - Programming Assignment 3 Machine Learning
lrCostFunction.m - Programming Assignment 3 Machine Learning
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12 oneVsAll.m - Programming Assignment 3 Machine Learning
oneVsAll.m - Programming Assignment 3 Machine Learning
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13 predictOneVsAll.m - Programming Assignment 3 Machine Learning
predictOneVsAll.m - Programming Assignment 3 Machine Learning
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14 predict.m - Programming Assignment 3 Machine Learning
predict.m - Programming Assignment 3 Machine Learning
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15 Caesar Cipher Encryption and Decryption with example
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16 Cryptography: Caesar Cipher Python
Cryptography: Caesar Cipher Python
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17 Vigenere Cipher Explained (with Example)
Vigenere Cipher Explained (with Example)
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18 Cryptography: Vigenere Cipher Python
Cryptography: Vigenere Cipher Python
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19 Hill Cipher Explained (with Example)
Hill Cipher Explained (with Example)
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20 Cryptography: Hill Cipher Python
Cryptography: Hill Cipher Python
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21 Interval Scheduling Greedy Algorithm: Python
Interval Scheduling Greedy Algorithm: Python
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22 Weighted Interval Scheduling Algorithm Explained
Weighted Interval Scheduling Algorithm Explained
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23 Weighted Interval Scheduling Python Code
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24 Sequence Alignment | Needleman Wunsch Algorithm
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25 Sequence Alignment | Needleman Wunsch in Python
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26 Codility BinaryGap Python
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27 Codility CyclicRotation Python
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28 Derivation Linear Regression with Gradient Descent
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29 Linear Regression Gradient Descent From Scratch in Python
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30 Pytorch Neural Network example
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31 Pytorch CNN example (Convolutional Neural Network)
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32 Pytorch LeNet implementation from scratch
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33 Pytorch VGG implementation from scratch
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34 Pytorch GoogLeNet / InceptionNet implementation from scratch
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35 How to save and load models in Pytorch
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36 How to build custom Datasets for Images in Pytorch
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37 Pytorch Transfer Learning and Fine Tuning Tutorial
Pytorch Transfer Learning and Fine Tuning Tutorial
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38 Pytorch Data Augmentation using Torchvision
Pytorch Data Augmentation using Torchvision
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Pytorch Quick Tip: Weight Initialization
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40 Pytorch Quick Tip: Using a Learning Rate Scheduler
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41 Pytorch ResNet implementation from Scratch
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42 Pytorch TensorBoard Tutorial
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43 Pytorch DCGAN Tutorial (See description for updated video)
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44 Naive Bayes from Scratch - Machine Learning Python
Naive Bayes from Scratch - Machine Learning Python
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45 Spam Classifier using Naive Bayes in Python
Spam Classifier using Naive Bayes in Python
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46 K-Nearest Neighbor from scratch - Machine Learning Python
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47 Linear Regression Normal Equation Python
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48 SVM from Scratch - Machine Learning Python (Support Vector Machine)
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49 Neural Network from Scratch - Machine Learning Python
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50 Pytorch RNN example (Recurrent Neural Network)
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51 Pytorch Bidirectional LSTM example
Pytorch Bidirectional LSTM example
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52 Pytorch Text Generator with character level LSTM
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53 Logistic Regression from Scratch - Machine Learning Python
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54 K-Means Clustering from Scratch - Machine Learning Python
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55 Pytorch Torchtext Tutorial 1: Custom Datasets and loading JSON/CSV/TSV files
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56 Pytorch Torchtext Tutorial 2: Built in Datasets with Example
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57 Pytorch Torchtext Tutorial 3: From Textfiles to Dataset
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58 Paper Review: Sequence to Sequence Learning with Neural Networks
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