mmarius's starred repositories
tensorflow
An Open Source Machine Learning Framework for Everyone
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tensorboard
TensorFlow's Visualization Toolkit
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
graph_nets
Build Graph Nets in Tensorflow
resnet-in-tensorflow
Re-implement Kaiming He's deep residual networks in tensorflow. Can be trained with cifar10.
deep-pwning
Metasploit for machine learning.
trellisnet
[ICLR'19] Trellis Networks for Sequence Modeling
weighted-levenshtein
Weighted Levenshtein library
TF-NNLM-TK
A toolkit for neural language modeling using Tensorflow including basic models like RNNs and LSTMs as well as more advanced models.
evaluating-logit-pairing-methods
Logit Pairing Methods Can Fool Gradient-Based Attacks [NeurIPS 2018 Workshop on Security in Machine Learning]
variants-of-rmsprop-and-adagrad
SC-Adagrad, SC-RMSProp and RMSProp algorithms for training deep networks proposed in
adversarialconvex
Tensorflow implementation for generating adversarial examples using convex programming