Simple Documentation Tutorial : Mantéïa

Designing your neural network to natural language processing. Deep learning has been used extensively in natural language processing (NLP) because it is well suited for learning the complex underlying structure of a sentence and semantic proximity of various words. Data cleaning , construction model (Bert, Roberta, Distilbert, XLNet, Albert, GPT, GPT2), quality measurement training and finally visualization of your results on several dataset ( 20newsgroups, Agnews Amazon Review Full, Amazon Review Polarity, DBPedia, PubMed_20k_RCT, Short_Jokes, Sogou News, SST-2, SST-5, Tweeter Airline Sentiment, Yahoo! Answers, Yelp Review Full, Yelp Review Polarity).

Train your neural network.

Explore your data.

_images/train.png _images/boxplot.png


You can install it with pip :

     pip install Manteia

For use with GPU and cuda we recommend the use of Anaconda. :

     conda create -n manteia_env python=3.7

     conda activate manteia_env

     conda install pytorch

     pip install manteia

Indices and tables