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practical-torchtext

A set of tutorials for torchtext

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

productknowledgegraph

GoodsKG, a knowledge graph that contains the product-product hierarchy and producer sales goods relationship, which sum up to 1300 products and more than 90000 brands, 基于京东网站的商品上下级概念，商品品牌之间关系，商品描述维度等知识库，基于该知识库可以支持商品属性库构建，商品销售问答，品牌物品生产等知识查询服务，也可用于情感分析等下游应用．

public-apis

A collective list of free APIs

pykan

Kolmogorov Arnold Networks

pysmooth

A unique time series library in Python that consists of Kalman filters (discrete, extended, and unscented), online ARIMA, and time difference model.

python-patterns

A collection of design patterns/idioms in Python

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-unet-1

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

qaonmilitarykg

QAonMilitaryKG，QaSystem based on military knowledge graph that stores in mongodb which is different from the previous one, 基于mongodb存储的军事领域知识图谱问答项目，包括飞行器、太空装备等8大类，100余小类，共计5800项的军事武器知识库，该项目不使用图数据库进行存储，通过jieba进行问句解析，问句实体项识别，基于查询模板完成多类问题的查询，主要是提供一种工业界的问答**demo。

qasystem

一个简单地问答系统基于tfidf glove和bert

qasystemonhepatopathykg

基于neo4j肝病知识图谱的问答系统

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

qwen-main

re2rnn

Source code for the EMNLP 2020 paper "Cold-Start and Interpretability: Turning Regular Expressions intoTrainable Recurrent Neural Networks"

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

soft_mask_bert

soft_mask_bert model for Chinese Spelling Correction in keras

sometipsinproject

some tip in my work

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

structshot

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

templatener

Source code for template-based NER

tez

toolformer

Implementation of Toolformer: Language Models Can Teach Themselves to Use Tools

toolformer-official

transformers

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

two-are-better-than-one

Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2020