QData's repositories
TextAttack
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
AdversarialDNN-Playground
VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
deepWordBug
CodeBase for Paper: "Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers", / Interactive Demo @
DeepChrome
Bioinformatics16: DeepChrome: Deep-learning for predicting gene expression from histone modifications
AttentiveChrome
NeurIPS17: [AttentiveChrome] Attend and Predict: Using Deep Attention Model to Understand Gene Regulation by Selective Attention on Chromatin
TextAttack-Search-Benchmark
EMNLP BlackBox NLP 2020: Searching for a Search Method: Benchmarking Search Algorithms for Generating NLP Adversarial Examples
TextAttack-A2T
A2T: Towards Improving Adversarial Training of NLP Models (EMNLP 2021 Findings)
DeepDiffChrome
"DeepDiff: Deep-learning for predicting Differential gene expression from histone modifications", Bioinformatics, Volume 34, Issue 17,
dmc_remastered
A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.
Reevaluating-NLP-Adversarial-Examples
EMNLP Findings 2020: Reevaluating Adversarial Examples in Natural Language
Awesome-Robustness-Testing-for-NLP
A curated list of papers on testing NLP.
TextAttack-WebDemo
TextAttack Web Demo
deep_control
Deep Reinforcement Learning for Continuous Control in Pytorch
deep-learning-undergrad-reading-group
deep learning reading group for undergrads at UVA
DeepLearning4-ProteinSequenceProcessing
(AAAI 2016) MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-Based Protein Structure Prediction"
qdata-page
https://qdata.github.io/qdata-page/