dugu9sword

dne

ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble

torch_random_fields

A highly optimized library for building markov random fields with pytorch.

manytasks

A tool for deploying many tasks automatically.

LEMON

JCST 2021 - Chinese Named Entity Recognition Augmented with Lexicon Memory

fastaug

Fastaug is an NLP library for data augmentation with high speed.

scis-lzynb

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

certified-word-sub

Official repository for Jia, Raghunathan, Göksel, and Liang, "Certified Robustness to Adversarial Word Substitutions" (EMNLP 2019)

compound-pcfg

cryodrgn

Neural networks for cryo-EM reconstruction

cryostar

Leveraging Structural Prior and Constraints for Cryo-EM Heterogeneous Reconstruction

dugu9sword.github.io

genops

lunanlp

mlvis

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

nlp_adversarial_examples

Implementation code for the paper "Generating Natural Language Adversarial Examples"

normalizing-flows

PyTorch implementation of normalizing flow models

normalizing_flows

Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows

obfuscated-gradients

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples

pyo3_cheatsheet

pystruct

Simple structured learning framework for python

python-tsp

Simple library to solve Traveling Salesperson Problems with pure Python code

Pytorch-Backprojection

This code accompanies "Differentiable probabilistic models of scientific imaging with the Fourier slice theorem", UAI 2019

pytorch-crf

Conditional random field in PyTorch.

pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

PyTorchDiscreteFlows

Discrete Normalizing Flows implemented in PyTorch

runsnakerun

RunSnakeRun python profiling GUI front-end

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

struct-learning-with-flow

PyTorch Implementation of Unsupervised Learning of Syntactic Structure with Invertible Neural Projections