ulmfit-language-model

ULMFit Language Model. State of the art LM on Business news classifiation. FastAI / Pytorch.

reuters

Multilabel news classification: comparing different models. Pytorch.

cnn-news-classification-tf

Applying dennybritz version of Kim Yoons CNN-classification to entity level sentiment analysis of multilabel newsdata

multi-embedding-attention

Multi-channel embeddings with Attention and Pseudo Labelling. Keras/Pytorch

analyse-sales

Predicting customer renewal probability and optimizing sales agents time spent on each customer. This submission ranked top 4 percent in McKinsey Data Scientist hiring hackathon. LGBM, Scipy.