kstranger's repositories
transformers-struct-guidance
Code for the ACL 2021 paper "Structural Guidance for Transformer Language Models"
UIE
Unified Structure Generation for Universal Information Extraction
cartography
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
nlpaug
Data augmentation for NLP
DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
PaddleNLP
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
textdistance
Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
cocoNLP
A Chinese information extraction tool.
glide-text2im
GLIDE: a diffusion-based text-conditional image synthesis model
fitlog
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
kineto
A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
django-oscar
Domain-driven e-commerce for Django
EDA_NLP_for_Chinese
An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
Student-resources
本文介绍的是利用学生、教职工身份可以享受到的相关学生优惠、教育优惠或教师优惠的权益，但也希望各位享受权利的同时不要忘记自己的义务，不要售卖、转手自己的学生优惠、教育优惠的资格，使得其他同学无法受益。
Oscar
Oscar and VinVL
SimCSE
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
wanli
code associated with WANLI dataset in Liu et al., 2022
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Chinese-ELECTRA
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
nlp-notebook
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断等。
spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
spacy-models
💫 Models for the spaCy Natural Language Processing (NLP) library
pytorch_geometric
Graph Neural Network Library for PyTorch
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
google-research
Google Research
moco
PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722
knowledge-neurons
A library for finding knowledge neurons in pretrained transformer models.