LSTM Networks: Explained Step by Step!
34:48
YouTuberitvikmath
LSTM Networks: Explained Step by Step!
Why we need LSTM networks, how they work step by step, and full explanations: visual and mathematical! 0:00 Problem with Simple RNNs 11:45 Goal of LSTM 12:55 Introducing the Cell State 14:27 Step 1: The Candidate Cell State 15:52 Step 2: The Forget Gate 17:48 Step 3: The Input Gate 18:18 Step 4: The New Cell State 21:15 Step 5: The Output Gate ...
43.1K viewsApr 3, 2023
Long short-term memory LSTM Tutorial
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It looked so GOOD at the end! 🥹👀 backstory ::: Kay had long hair for 10 years and never changed up her style. She always loved having long hair, but in recent years, it got really hard for her to keep her hair long. Her lupus caused a lot of her hair to fall out, and she tried for a while to keep the link with extensions, but finally she just decided it was time to cut it. So she went in and got it all cut off! But after a week or so, she realized that she made a mistake in how she asked her h
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It looked so GOOD at the end! 🥹👀 backstory ::: Kay had long hair for 10 years and never changed up her style. She always loved having long hair, but in recent years, it got really hard for her to keep her hair long. Her lupus caused a lot of her hair to fall out, and she tried for a while to keep the link with extensions, but finally she just decided it was time to cut it. So she went in and got it all cut off! But after a week or so, she realized that she made a mistake in how she asked her h
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