Adding LSTM from Scratch

[Pun-it]

Description

This change involves adding Long Short-Term Memory (LSTM) with SGD and log loss implementation from scratch to the codebase.

Type of change

Note: Please delete options that are not relevant.

• [x] New layer/algorithm

Implementation details

(only for New layer/algorithm) Packages used :

numpy os matplotlib

Checklist

• [x] I have performed a self code_review of my own code.
• [x] I have commented my code, particularly in hard-to-understand areas.
• [x] I have added tests that prove my fix is effective or that my feature works.

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[Pun-it]

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