Simple text classification based on Tensorflow IMDb data. Used simple technologies: Python 3, Tensorflow 2 alpha, Flask, Vue.js
Articles and howtos. I would recommend http://www.jtechlog.hu if you can read hungarian text.
- https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world
- http://www.jtechlog.hu/2018/11/04/python-build.html
- https://www.tensorflow.org/alpha/tutorials/keras/save_and_restore_models
- https://stackoverflow.com/questions/45735070/keras-text-preprocessing-saving-tokenizer-object-to-file-for-scoring
- https://www.tensorflow.org/alpha/tutorials/text/text_classification_rnn
You need Python3 installed. Then you need virtualenv.
$ make
$ source venv/bin/activate
$ ./run.shYou need Python3 installed. Then you need virtualenv. Some additional things
#### TRAIN is slow ####
$ make train
$ make test
$ make pylint
$ make sonar