๐Ÿงญ Roadmap โ€บ 02 ยท Understand Context โ€บ LSTM
02 ยท Understand Context

LSTM

Gated memory cells that solved the vanishing gradient problem

๐Ÿ”ด MUST
๐Ÿง  Understand๐Ÿ‘๏ธ Visualizeโœ๏ธ Calculate๐Ÿ’ป Codeโš–๏ธ Compare๐Ÿ—ฃ๏ธ Explain
9 subtopics โ€” click to study
Why LSTM? ๐Ÿ”ด Cell State ๐Ÿ”ด Hidden State ๐Ÿ”ด Forget Gate ๐Ÿ”ด Input Gate ๐Ÿ”ด Candidate Memory ๐ŸŸก Output Gate ๐Ÿ”ด LSTM Forward Pass ๐ŸŸก LSTM Limitations ๐Ÿ”ด
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