Table of Contents----
- NLP Basics
- Textmining
- Text Generation, Characterwise Text Generation
- NLP with Spacy
- Total NLP
- Question Answering Chatbot
- Text Extraction from Pdf
Characterwise Text Generation
What is done here?
> the text sequence problem and how to frame it to rnn generative model
> to develop a lstm model and generate text sequences for the problem.
Follow the steps-
1. Download and Import the dependencies
2. Upload the text file
3. Run the 'train_the_model.py' file
4. Run the 'generate_text.py' file
More details here - https://github.com./abs-sayem/nlp/tree/main/character_wise_text_generation#readme
NLP Basics
NLP Preprocessing
> Tokenization
> using - split() fn, regular expression, nltk, spacy, keras, gensim
> Stemming
> word, sentence, document (using nltk, wordnet lemmatizer)
> POS Tag
> using - nltk
More details here - "https://github.com./abs-sayem/nlp/blob/main/nlp_basics/nlp_preprocessing.ipynb"