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Sudipta Singha Roy's Projects

allennlp icon allennlp

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

blog icon blog

Public repo for HF blog posts

book_list icon book_list

Python, Machine Learning, Deep Learning and Data Science Books

castor icon castor

PyTorch deep learning models for text processing

cs9670_final_project icon cs9670_final_project

This is the code for the final project which is the implementation of the sentiment analysis using information distilled LSTM

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

esim icon esim

Implementation of the ESIM model for natural language inference with PyTorch

hackerranksolutions icon hackerranksolutions

My HackerRank Solutions for Python, Java, C, C++, Shell, SQL, JavaScript and Interview Preparation Kit

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hnatt icon hnatt

Train and visualize Hierarchical Attention Networks

infersent-1 icon infersent-1

Sentence embeddings (InferSent) and training code for NLI.

ml-road icon ml-road

Machine Learning Resources, Practice and Research

neuralcoref icon neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

nli icon nli

Enhanced LTSM for natural language inference

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

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