Weight Initialisation techniques in Pytorch | Quick Walkthrough | Tutorial for Beginners

Published: 19 January 2024
on channel: Harsh Kumar

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We look at how to use different Weight Initialisation techniques in Pytorch. The idea is to provide a practical code walkthrough for the viewer to start working with Pytorch for beginners.

List of Weight Initialisation techniques discussed in the video are:
1. Default Weight Initialisation
2. Zero Initialisation
3. Random Initialisation
4. Xavier Initialisation
5. He Initialisation

Notebook on Github: ttps://github.com/harsh1kumar/learning/blob/master/machine_learning/pytorch/05_weight_initialisation.ipynb

Kaggle Competition/Data Source: https://www.kaggle.com/c/santander-cu...

Timestamp:
00:00 - Intro
00:22 - Get data and preprocess
00:37 - Default Weight Initialisation
02:09 - Zero Initialisation
04:01 - Random Initialisation
05:21 - Xavier Initialisation
06:24 - He Initialisation
07:10 - Outro

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