shashankg7

Fake-News-Detection

Experiments for the task of Fake News Detection

VITutorial

This repository stores slides for a tutorial on variational inference for NLP audiences.

AETN

The implementation of the AutoEncoder-coupled Transformer Network by TensorFlow

BanditLib

Library of contextual bandits algorithms

BAP

Bayesian Analysis with Python (Second Edition)

bayesian-methods-for-ml

Materials for "Bayesian Methods for Machine Learning" Coursera MOOC

curriculum-learning

Investigating the effects of curriculum learning on neural networks

deep-Bayesian-nonparametrics-papers

The collection of papers about combining deep learning and Bayesian nonparametrics

deeplearning-1

deeplearning-models

A collection of various deep learning architectures, models, and tips

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DP3

Deep Point Process by PyTorch

graph_nets

Build Graph Nets in Tensorflow

hdp

Code to work with Dirichlet processes and hierarchical Dirichlet processes and perform inference using MCMC.

hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

ipython-notebooks

Some iPython Notebooks I have created for personal learning

kge

LibKGE - A knowledge graph embedding library for reproducible research

p-emb

Exponential family embeddings (Poisson or Bernoulli) for discrete data

poismf

(Python, R, C) Code for "Fast non-Bayesian Poisson factorization for implicit-feedback recommendations"

resources

PyMC3 educational resources

Rumor_RvNN

Source Codes: Rumor Detection on Twitter with Tree-structured Recursive Neural Networks -- ACL 2018

sentence-classification-pytorch

Sentiment analysis with variable length sequences in pytorch

simple_mf

Simple but Flexible Recommendation Engine in PyTorch

STAMP

Code for the KDD 2018 paper: STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation

svae_cf

[ WSDM '19 ] Sequential Variational Autoencoders for Collaborative Filtering

TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

time_lstm

vertical-search-blending-dataset

word2gm

Word to Gaussian Mixture Model

wtte-rnn

WTTE-RNN a framework for churn and time to event prediction