Dataset Quantitative Analysis I have got bad results after training the RNN. Hence I have decided to analyse the data set and see the distribution of samples across different classes. This may giv...

Sequence Classification for English Text Update: Please go to the end of the post to see the updated results. Aim: The aim of this model is to classify sentences. I am going to use Recurrent Neura...

Removing Data Set Discrepancies There were a lot of discrepancies in the dataset I created in the last step and I have detailed it in the most recent post. The most efficent way of removing those ...

Analysizing Discrepancies in Dataset a lot of discrepancies in the dataset created previously, I can to realize that when I was building the model. I always analyze the dataset before building the...

English Corpus Data Set Creation In this notebook I will create the data set for english corpus. I will assign every senetence in the corpus with it corresponding label. So if the sentence is from...