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A repository contains necessary foundational exercises in NLP for beginners.

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parth2050/awesome-NLP-notebooks

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Amazon-Review

Amazon-Review

 
 

Practical- 11 | HMM on Sequence Tagging

Practical- 11 | HMM on Sequence Tagging

 
 

Practical-1 | Text Pre-processing Operations

Practical-1 | Text Pre-processing Operations

 
 

Practical-10 | Text Pre-Processing using LSTM

Practical-10 | Text Pre-Processing using LSTM

 
 

Practical-12 | Intelligent Chatbot

Practical-12 | Intelligent Chatbot

 
 

Practical-2 | N-Gram Implementations

Practical-2 | N-Gram Implementations

 
 

Practical-3 | Feature Extraction

Practical-3 | Feature Extraction

 
 

Practical-4 | Word Embedding

Practical-4 | Word Embedding

 
 

Practical-5 | LSA & Topic Models

Practical-5 | LSA & Topic Models

 
 

Practical-6 | Text Classification

Practical-6 | Text Classification

 
 

Practical-7 | Text Clustering

Practical-7 | Text Clustering

 
 

Practical-8 | POS-Tagging

Practical-8 | POS-Tagging

 
 

Practical-9 | Text Pre-Processing using Neural Networks

Practical-9 | Text Pre-Processing using Neural Networks

 
 

README.md

README.md

 
 

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A repository contains necessary foundational exercises in NLP for beginners.

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word-embeddings n-grams neural-networks lsa text-processing language-model nlp-machine-learning nlp-experiments lstm-cnn topic-modelling

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