avinashsai

Attention-based-CNN-for-sentence-classification

Implementation of Attention based CNN for sentence classification https://www.isca-speech.org/archive/Interspeech_2016/pdfs/0354.PDF

Focal-Loss-based-classification

Focal loss is used instead of Cross Entropy Loss for classification

Character-level-CNN

Implementation of Character level CNN

Convolutional-Neural-Networks-for-Text-Classification

Implementation of CNN for Text Classification

Gated-CNN-for-ABSA

Gated CNN for ABSA

Min-Max-Convolutional-Neural-Networks

Implementation of Min-Max CNN for Image Classification in Pytorch

MTAP

papers-to-read

Research papers to read and implement

pytorch_cpp

Implementation of papers in pytorch c++

Adaptive-Nonconvex-Optimization

Implementation of YOGI optimizer

codeforces

codeforces solutions

GCN-SeA

Repository for the TACL 2019 paper: "Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems"

gluon-nlp

NLP made easy

Multi-Task-Learning

Code for Multi Domain Sentiment classification using Multi Task Learning

Subjective-objective-text-classification

Subjective objective text classification using 2D Convolution Network and LSTM

Text-Classification

Text Classification using all the architectures

Advanced-Machine-Learning

Advanced Machine Learning course in coursera

All-you-need-to-know-about-Normalization

Implementation of various Normalization techniques

allennlp

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

Attention-Models

Implementation of Attention models

cnn-rnf

Convolutional Neural Networks with Recurrent Neural Filters

Codechef

codechef all contests codes

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

Dropout-Implementations

Dropout Variants Implementation

Highway-Networks

Implementation of Highway module

PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

PyTorch-Scholarship-Challenge-Final-Project

Final Project of PyTorch Udacity Scholarship Challenge

Recurrent-CNN-for-Text-Classification

Recurrent CNN for Text classification

Recurrent-Neural-Filters

Implementation of recurrent neural filters proposed for CNN

Spoj