vcubingx | Why Recurrent Neural Networks are cursed | LM2 @vcubingx | Uploaded 6 months ago | Updated 1 hour ago
Neural language models, and an explanation of recurrent neural networks
Support me on Patreon! patreon.com/vcubingx
Language Modeling Playlist: youtube.com/playlist?list=PLyPKqVSnetmELS_I3FRfXZRKAxV5HB9fc&si=IRBpmEtun0xX7X9_

3blue1brown series on Transformers: youtu.be/wjZofJX0v4M
Training Neural Networks: https://distill.pub/2020/grand-tour/
Chris Olah's LSTM Blog: colah.github.io/posts/2015-08-Understanding-LSTMs

The source code for the animations can be found here:
github.com/vivek3141/dl-visualization

These animation in this video was made using 3blue1brown's library, manim:
github.com/3b1b/manim

Sources (includes the entire series): docs.google.com/document/d/1e9dB6Q-A6z1d33w2m0_DrMS5EdbSunY2TPvZmZf41Gc/edit
Chapters
0:00 Introduction
1:54 Neural N-Gram Models
6:03 Recurrent Neural Networks
11:47 LSTM Cells
12:22 Outro

Music (In Order):
Philanthrope, mommy - embrace chll.to/7e941f72
Helynt - Hearthome City
Helynt - Route 10
GameChops - National Park
Helynt - Bo-Omb Battlefield
Helynt - Verdanturf Town

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Website: vcubingx.com
Twitter: twitter.com/vcubingx
Github: github.com/vivek3141
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Patreon: patreon.com/vcubingx