README.md

Statement_of_purpose_LSTM

This project is a LSTM based custom text generator trained over 20's of Statement of purpose text file (10k words) to generate a sequence of meaningful text

Dependences :

• Keras (tensorflow-gpu)
  
• Numpy

Cleaning data:

python clean.py

Training

python Training.py

Trained Model

I have attached a pretrained model, you can use the same to run your inference

sop_text_generator.h5

Inference

Add your seed text line in the inference.py code

python inference.py