Groverkss / IIIT-Courses-Resources

Resources related to IIITH courses for learning beyond the courses.
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[NLP1] [Intro-to-NLP1] #21

Closed AurumnPegasus closed 3 years ago

AurumnPegasus commented 3 years ago

Resource Name: Intro-to-NLP1

Contributor (your) Name: Shivansh S

Resource Links: https://github.com/AurumnPegasus/Intro-to-NLP1

Have you completed studying this resource?: I mean I compiled it so yea 😛

Your review of this resource: Gives an in depth epxlanation of execution of the code which are required in the course

Why do you think this resource will be useful for others?: From a cld perspective, I felt that the jump NLP1 made from cl2 to nlp1 was huge, and majority of the time I had to spend was on coding and understanding of how to code stuff up. Hence the repo I have linked have code with algorithms explained with execution.

  1. Statistical: Explains properly the alogirthms used for Kneyser Ney and Witten Bell smoothing, and their execution
  2. Neural: Explains in depth of all the decisions which I took to create a basic Language Model. This also explains dimensions properly, which I felt was the toughest part to understand with respect to NNs.