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Sanjay Narayana's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

aristo-mini icon aristo-mini

Aristo mini is a light-weight question answering system that can quickly evaluate Aristo science questions with an evaluation web server and the provided baseline solvers.

australianopen_visualization icon australianopen_visualization

An interactive visualization of the Australian Open tennis tournament between 2004 - 2014. The visualization is based on the 'Dominance Ratio' statistic of players. The intention is to examine the correlation of dominance ratios and players' performance in the tournament. The visualization was created using the d3.js framework, and the data was prepared using R.

chatbots icon chatbots

Chatbots implemented with different architectures

image-captioning icon image-captioning

Generating captions from images using state-of-the-art Deep Learning techniques

k-means_and_gmm icon k-means_and_gmm

Implementations of the k-means and GMM algorithms based on PCA and no PCA.

matrixlibrary icon matrixlibrary

Create Library for Matrix Multiplication and Transposition using C++ 11 Standard Library

multi_aspect_sentiment_analysis icon multi_aspect_sentiment_analysis

Perform Sentiment Analysis on multiple aspects of drugs such as effectiveness, side effects etc. taken from drug reviews. Source: http://archive.ics.uci.edu/ml/datasets/Drug+Review+Dataset+%28Druglib.com%29

ner_drug_prescriptions icon ner_drug_prescriptions

Named Entity REcognition to identify Adverse Drug Reactions, Dosage, Severity on Drug prescrptions.

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

tutorials icon tutorials

A series of machine learning tutorials for Torch7

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