Prashant Ranjan's repositories
WordEmbeddings-Elmo-Fasttext-Word2Vec
Using pre trained word embeddings (Fasttext, Word2Vec)
Elmo-Tutorial
A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)
Improved-Word-Embeddings
Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.
LIME-Text_Data
Using LIME (Local Interpretable Model-Agnostic Explanations) for text data
Neural-Machine-Translation
Neural Machine Translation using Attention Mechanism
Structured-Self-Attentive-Sentence-Embedding
Implementation of the Paper Structured Self-Attentive Sentence Embedding published in ICLR 2017
char-embeddings
A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
Cracking-The-Coding-Interview
Solutions for Cracking the Coding Interview - 6th Edition
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
HyperA
Started as a Team Project for CS690D at UMass Amherst, now turning into pytorch implementation of hyperbolic neural networks using Poincare Ball model.
hyperbolic_nn
Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Movie-Review-Sentiment-Analysis-LSTM-Pytorch
Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM network
spotify-api-charts
An interactive visualization of your Spotify listening habits. Built with: D3.js, JQuery, Express and Handlebars
wordvectors
Pre-trained word vectors of 30+ languages