Arun MaiyainTowards Data ScienceBuild an Open-Domain Question-Answering System With BERT in 3 Lines of CodeOpen-Domain Question-Answering (QA) systems accept natural language questions as input and return exact answers from content buried within…Apr 15, 20202Apr 15, 20202
Arun MaiyainTowards Data ScienceText Classification with Hugging Face Transformers in TensorFlow 2 (Without Tears)The Hugging Face transformers package is an immensely popular Python library providing pretrained models that are extraordinarily useful…Jan 14, 20208Jan 14, 20208
Arun MaiyaExplainable AI in PracticeDeep neural networks are sometimes called “black boxes” in that it is not always clear how such models are using data to make a decision…Aug 27, 2019Aug 27, 2019
Arun MaiyainTowards Data ScienceBERT Text Classification in 3 Lines of Code Using KerasBERT (Bidirectional Encoder Representations from Transformers) is a deep learning model developed by Google. It represented one of the…Aug 14, 201913Aug 14, 201913
Arun MaiyainTowards Data Sciencektrain: A Lightweight Wrapper for Keras to Help Train Neural Networksktrain is a library to help build, train, debug, and deploy neural networks in the deep learning software framework, Keras. Inspired by…Jun 3, 20196Jun 3, 20196
Arun MaiyaA Neural Implementation of NBSVM in KerasNBSVM is an approach to text classification proposed by Wang and Manning¹ that takes a linear model such as SVM (or logistic regression)…Jan 30, 20194Jan 30, 20194