pranavajitnair Goto Github PK

a-sequence-to-sequence-lstm-and-attention-based-model

A simple LSTM and dot product based attention-based model for generating commonsense explanations. Trained on COS-E based on CommonsenseQA.

apps

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

attention-model-for-machine-translation

bert

TensorFlow code and pre-trained models for BERT

bidaf

Implementation of Birectional Attention Flow in PyTorch for SQuAD question answering

bilstm-lan

Hierarchically-Refined Label Attention Network for Sequence Labeling

character-aware-language-models-pytorch-implementation

Character aware neural language model in PyTorch.

chat-app

A real time chat app in node.js implemented using socket.io

cola

A transformer and BiLSTM architecture with ELMo to evaluate performance on CoLA (Corpus of Linguistic Acceptability) dataset. PyTorch used

commonsense-for-summarization

dapa

Code for our ACL 2023 Findings paper: Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization

dbms-project

dcn_plus

Pytorch Implenetation of Dynamic Coattention Networks +. Mixed Reinforcement learning objective(self critic) and Cross Entropy loss for supervised learning

define-awd-lstm

PyTorch implementation of DeFINE word embeddings with AWD-LSTM for language modeling. The input and output embeddings for AWD-LSTMM are tied

drqa

Reading Wikipedia to Answer Open-Domain Questions

fusionnet-nli

An example for applying FusionNet to Natural Language Inference

ga_reader

Gated Attention Reader for Cloze style question answering and reading comphrehension, implemented in PyTorch

gans

An implementation of common GAN models

heart-care-django

Heartcare is a diagonostic management project developed in django. Admin can add doctor, add services, add gallery pictures . User can see doctors profile and also they can make appointment. They can also contact to the heartcare through email.

image-genaration-using-dgcan

leveraging-commonsense-explanations-for-question-answering

The project trains google T5 on ANLG and COS-E datasets and use these pretrained models to generates explanations for ReColr contexts which along with the context and question are passed to ALBERT for prediction.

life-hospital-management

A Django project to simulate the working and appointment system of a Hospital

maml-in-pytorch

Neat and flexible implementation of MAML in pytorch: https://arxiv.org/abs/1703.03400

meta_tagger

metalearning-for-pos-tagging-pytorch

PyTorch implementation for Meta Learning algorithms :Model Agnostic Meta Learning(MAML) and Reptile for Part of Speech Tagging to evaluate few short learning

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

namas

Neural Attention Model for Abstractive Summarization

network-security-assignments

neural_style_transfer_pytorch

PyTorch implementation of neural style transfer