bhuppijeena/deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Theano and Scikit Learn.

DeepLearn

Welcome to DeepLearn. This repository contains implementation of following research papers on NLP, CV, ML, and deep learning. Visit my blog for more details - Deeplearn

[1] Correlation Neural Networks, S. Chander, et al. In Neural Computation, 2015. blog-post || code

[2] Reasoning With Neural Tensor Networks for Knowledge Base Completion, R. Socher, et al. In NIPS, 2014. blog-post || code

[3] Common Representation Learning Using Step-based Correlation Multi-Modal CNN. G. Bhatt, et al. In ACPR, 2017. code

[4] Language Identification and Disambiguation in Indian Mixed-Script G. Bhatt, et al. In ICDCIT-2016. blog-post || code

[5] Construction of a Semi-Automated model for FAQ Retrieval via Short Message Service G. Bhatt, et al. In FIRE-2015. code

Dependencies:

Install the following packages for using the project:

pip install nltk
pip install keras
pip install tensorflow
pip install theano
pip install h5py
pip install sklearn