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

https://drive.google.com/drive/folders/1zNn8-SAJc4L6FYfmpgQQ6lHrQMwdlABs?usp=sharing

Inference

Add your seed text line in the inference.py code

python inference.py

Sample Output

Seed Text : "internship at"

Generated text : " a fullfledged understanding of my opinion and further new experiences so as to push myself and broaden my horizons for example in