leix28

DataAug4NLP

Collection of papers and resources for data augmentation for NLP.

OpenPrompt

An Open-Source Framework for Prompt-Learning.

universal-triggers

Universal Adversarial Triggers for Attacking and Analyzing NLP (EMNLP 2019)

OpenAttack

An Open-Source Package for Textual Adversarial Attack.

bert-gen

ai2

Framework for testing models with AI2 leaderboards

jiant

jiant is an nlp toolkit

CMC

[arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

SDGym

Benchmarking synthetic data generation methods.

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

robustness

A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.

CTGAN

Conditional GAN for generating synthetic tabular data.

TikZ

wikiextractor

A tool for extracting plain text from Wikipedia dumps

privacy

Library for training machine learning models with privacy for training data

DVQA_dataset

DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018

text2sql-data

A collection of datasets that pair questions with SQL queries.

WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

data

Data and code behind the articles and graphics at FiveThirtyEight

BTB

A simple, extensible library for developing AutoML systems

dp-gan

A TensorFlow (Python 3) implementation of a differentially-private-GAN.

SPRINT_gan

Privacy-preserving generative deep neural networks support clinical data sharing

extract_news

Python package to parse news from various news website

crfpp

CRF++: Yet Another CRF toolkit

Trane

An open source python library for automated prediction engineering

GANs_for_Credit_Card_Data

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

DataSynthesizer

devdocs

API Documentation Browser

pix2pix

Image-to-image translation with conditional adversarial nets