annamalai-nr

graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

drebin

Drebin - NDSS 2014 Re-implementation

subgraph2vec_gensim

Contains the code (and working vm setup) for our KDD MLG 2016 paper titled: "subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs"

subgraph2vec_tf

This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper

csbd

The repository contains the python implementation of the Android Malware Detection paper: "Empirical assessment of machine learning-based malware detectors for Android: Measuring the Gap between In-the-Lab and In-the-Wild Validation Scenarios"

quora_duplicate_challenge

cnn-graph-classification

seq_classification_bert

word2vec_pytorch

clustering_aspect_detection

deep-code-search

Deep Code Search

DGCNN

Code for "M. Zhang, Z. Cui, M. Neumann, and Y. Chen, An End-to-End Deep Learning Architecture for Graph Classification, AAAI-18".

graph2vec-1

A distributed implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

hashembedding

Hash Embedding code for the paper "Hash Embeddings for Efficient Word Representations"

marianmt_translation

models

Models built with TensorFlow

multilingual_toxic_comment_classification

NetDissect

Network Dissection http://netdissect.csail.mit.edu for quantifying interpretability of deep CNNs.

node2vec

pl_seq_classify

PyTorch-Mini-Tutorials

Minimal tutorials for PyTorch

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

qqp

similarity_learning

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

text_classification

all kinds of text classificaiton models and more with deep learning

text_classification_pt

toxic_comment_classification

west_nile_virus_kaggle_challenge

xsts