prashantranjan09 Goto Github PK

bert

TensorFlow code and pre-trained models for BERT

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

corefbias

To analyze and remove gender bias in coreference resolution systems

cracking-the-coding-interview

Solutions for Cracking the Coding Interview - 6th Edition

cv670

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

elmo-tutorial

A short tutorial on Elmo training (Pre trained, Training on new data, Incremental training)

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

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

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

neural-machine-translation

Neural Machine Translation using Attention Mechanism

prashantranjan.github.io

projects

spotify-api-charts

An interactive visualization of your Spotify listening habits. Built with: D3.js, JQuery, Express and Handlebars

spotifyvisualization

structured-self-attentive-sentence-embedding

Implementation of the Paper Structured Self-Attentive Sentence Embedding published in ICLR 2017

wordembeddings-elmo-fasttext-word2vec

Using pre trained word embeddings (Fasttext, Word2Vec)

wordvectors

Pre-trained word vectors of 30+ languages