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bert-disaster-classification-capsule-routing

Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).

data-structures-college

Data structure programs for college

handwritten_digit

iciar2018

Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)

image-captioning

Image captioning using encoder-decoder architecture using CNNs as encoder and RNNs as decoder with and without contextualized embeddings.

intent-classification

Intent classifcation using BERT

key2vec

keyphrase-extraction-for-research-articles

Model for extracting and ranking keyphrases from research articles using an unsupervised theme and position biased-PageRank graph.

mimic

MIMIC: Masked Image Modeling with Image Correspondences

mrl_models

nearest_neighbor_search

qa_ner

Question answering based named entity recognition system

rust-learning

A bunch of links to blog posts, articles, videos, etc for learning Rust

sentiment-analysis-for-movie-reviews

Sentiment classification of movie reviews using RNN, LSTM, GRU and CNN using randomized or GloVe word embeddings.

skycloud-books

C++ application with file handling sytem for on disk serialization

yowo

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization